Y. Xu - Chinese Academy of Sciences

Y. Xu
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Name
Y. Xu
Affiliation
Chinese Academy of Sciences
City
Guangzhou Shi
Country
China

Pubs By Year

Pub Categories

 
Statistics - Machine Learning (5)
 
Computer Science - Learning (5)
 
Physics - Materials Science (5)
 
Quantum Physics (4)
 
Quantitative Biology - Quantitative Methods (3)
 
Physics - Mesoscopic Systems and Quantum Hall Effect (3)
 
Physics - Optics (3)
 
Physics - Strongly Correlated Electrons (3)
 
Statistics - Methodology (3)
 
High Energy Astrophysical Phenomena (3)
 
High Energy Physics - Experiment (3)
 
Astrophysics of Galaxies (2)
 
Nuclear Theory (2)
 
Computer Science - Data Structures and Algorithms (2)
 
Mathematics - Number Theory (2)
 
Computer Science - Computer Vision and Pattern Recognition (2)
 
Computer Science - Sound (2)
 
Physics - Disordered Systems and Neural Networks (2)
 
Nuclear Experiment (2)
 
Physics - Instrumentation and Detectors (2)
 
Mathematics - Optimization and Control (2)
 
Solar and Stellar Astrophysics (2)
 
Computer Science - Computer Science and Game Theory (1)
 
Mathematics - Dynamical Systems (1)
 
Physics - Superconductivity (1)
 
Physics - Statistical Mechanics (1)
 
Physics - Data Analysis; Statistics and Probability (1)
 
Computer Science - Logic in Computer Science (1)
 
Computer Science - Networking and Internet Architecture (1)
 
Quantitative Biology - Genomics (1)
 
Computer Science - Information Theory (1)
 
Mathematics - Information Theory (1)
 
Mathematics - Representation Theory (1)
 
Mathematics - Group Theory (1)
 
Mathematics - Algebraic Geometry (1)
 
Computer Science - Distributed; Parallel; and Cluster Computing (1)
 
Mathematics - Numerical Analysis (1)
 
Physics - Atomic Physics (1)
 
Computer Science - Cryptography and Security (1)
 
Computer Science - Architecture (1)
 
Physics - Physics and Society (1)
 
Computer Science - Computational Complexity (1)
 
Computer Science - Artificial Intelligence (1)

Publications Authored By Y. Xu

2017May
Authors: M. G. Aartsen, M. Ackermann, J. Adams, J. A. Aguilar, M. Ahlers, M. Ahrens, I. Al Samarai, D. Altmann, K. Andeen, T. Anderson, I. Ansseau, G. Anton, M. Archinger, C. Argüelles, J. Auffenberg, S. Axani, H. Bagherpour, X. Bai, S. W. Barwick, V. Baum, R. Bay, J. J. Beatty, J. BeckerTjus, K. -H. Becker, S. BenZvi, D. Berley, E. Bernardini, D. Z. Besson, G. Binder, D. Bindig, E. Blaufuss, S. Blot, C. Bohm, M. Börner, F. Bos, D. Bose, S. Böser, O. Botner, F. Bradascio, J. Braun, L. Brayeur, H. -P. Bretz, S. Bron, A. Burgman, T. Carver, M. Casier, E. Cheung, D. Chirkin, A. Christov, K. Clark, L. Classen, S. Coenders, G. H. Collin, J. M. Conrad, D. F. Cowen, R. Cross, M. Day, J. P. A. M. de André, C. De Clercq, E. del Pino Rosendo, H. Dembinski, S. De Ridder, P. Desiati, K. D. de Vries, G. de Wasseige, M. de With, T. DeYoung, J. C. Díaz-Vélez, V. di Lorenzo, H. Dujmovic, J. P. Dumm, M. Dunkman, B. Eberhardt, T. Ehrhardt, B. Eichmann, P. Eller, S. Euler, P. A. Evenson, S. Fahey, A. R. Fazely, J. Feintzeig, J. Felde, K. Filimonov, C. Finley, S. Flis, C. -C. Fösig, A. Franckowiak, E. Friedman, T. Fuchs, T. K. Gaisser, J. Gallagher, L. Gerhardt, K. Ghorbani, W. Giang, L. Gladstone, T. Glauch, T. Glüsenkamp, A. Goldschmidt, J. G. Gonzalez, D. Grant, Z. Griffith, C. Haack, A. Hallgren, F. Halzen, E. Hansen, T. Hansmann, K. Hanson, D. Hebecker, D. Heereman, K. Helbing, R. Hellauer, S. Hickford, J. Hignight, G. C. Hill, K. D. Hoffman, R. Hoffmann, K. Hoshina, F. Huang, M. Huber, K. Hultqvist, S. In, A. Ishihara, E. Jacobi, G. S. Japaridze, M. Jeong, K. Jero, B. J. P. Jones, W. Kang, A. Kappes, T. Karg, A. Karle, U. Katz, M. Kauer, A. Keivani, J. L. Kelley, A. Kheirandish, J. Kim, M. Kim, T. Kintscher, J. Kiryluk, T. Kittler, S. R. Klein, G. Kohnen, R. Koirala, H. Kolanoski, R. Konietz, L. Köpke, C. Kopper, S. Kopper, D. J. Koskinen, M. Kowalski, K. Krings, M. Kroll, G. Krückl, C. Krüger, J. Kunnen, S. Kunwar, N. Kurahashi, T. Kuwabara, A. Kyriacou, M. Labare, J. L. Lanfranchi, M. J. Larson, F. Lauber, D. Lennarz, M. Lesiak-Bzdak, M. Leuermann, L. Lu, J. Lünemann, J. Madsen, G. Maggi, K. B. M. Mahn, S. Mancina, R. Maruyama, K. Mase, R. Maunu, F. McNally, K. Meagher, M. Medici, M. Meier, T. Menne, G. Merino, T. Meures, S. Miarecki, J. Micallef, G. Momenté, T. Montaruli, M. Moulai, R. Nahnhauer, U. Naumann, G. Neer, H. Niederhausen, S. C. Nowicki, D. R. Nygren, A. Obertacke Pollmann, A. Olivas, A. O'Murchadha, T. Palczewski, H. Pandya, D. V. Pankova, P. Peiffer, Ö. Penek, J. A. Pepper, C. Pérez de los Heros, D. Pieloth, E. Pinat, P. B. Price, G. T. Przybylski, M. Quinnan, C. Raab, L. Rädel, M. Rameez, K. Rawlins, R. Reimann, B. Relethford, M. Relich, E. Resconi, W. Rhode, M. Richman, B. Riedel, S. Robertson, M. Rongen, C. Rott, T. Ruhe, D. Ryckbosch, D. Rysewyk, L. Sabbatini, S. E. Sanchez Herrera, A. Sandrock, J. Sandroos, S. Sarkar, K. Satalecka, P. Schlunder, T. Schmidt, S. Schoenen, S. Schöneberg, L. Schumacher, D. Seckel, S. Seunarine, D. Soldin, M. Song, G. M. Spiczak, C. Spiering, J. Stachurska, T. Stanev, A. Stasik, J. Stettner, A. Steuer, T. Stezelberger, R. G. Stokstad, A. Stößl, R. Ström, N. L. Strotjohann, G. W. Sullivan, M. Sutherland, H. Taavola, I. Taboada, J. Tatar, F. Tenholt, S. Ter-Antonyan, A. Terliuk, G. Tesic, S. Tilav, P. A. Toale, M. N. Tobin, S. Toscano, D. Tosi, M. Tselengidou, C. F. Tung, A. Turcati, E. Unger, M. Usner, J. Vandenbroucke, N. van Eijndhoven, S. Vanheule, M. van Rossem, J. van Santen, M. Vehring, M. Voge, E. Vogel, M. Vraeghe, C. Walck, A. Wallace, M. Wallraff, N. Wandkowsky, A. Waza, Ch. Weaver, M. J. Weiss, C. Wendt, S. Westerhoff, B. J. Whelan, S. Wickmann, K. Wiebe, C. H. Wiebusch, L. Wille, D. R. Williams, L. Wills, M. Wolf, T. R. Wood, E. Woolsey, K. Woschnagg, D. L. Xu, X. W. Xu, Y. Xu, J. P. Yanez, G. Yodh, S. Yoshida, M. Zoll

IceCube is a neutrino observatory deployed in the glacial ice at the geographic South Pole. The $\nu_\mu$ energy unfolding described in this paper is based on data taken with IceCube in its 79-string configuration. A sample of muon neutrino CC interactions, with a purity of 99. Read More

In this article, we show that in each of four standard families of hyperelliptic curves, there is a density-$1$ subset of members with the property that their Jacobians have adelic Galois representation with image as large as possible. This result constitutes an explicit application of a general theorem on arbitrary rational families of abelian varieties to the case of families of Jacobians of hyperelliptic curves. Furthermore, we provide explicit examples of hyperelliptic curves of genus $2$ and $3$ over $\mathbb Q$ whose Jacobians have such maximal adelic Galois representations. Read More

2017May
Authors: IceCube Collaboration, M. G. Aartsen, M. Ackermann, J. Adams, J. A. Aguilar, M. Ahlers, M. Ahrens, I. Al Samarai, D. Altmann, K. Andeen, T. Anderson, I. Ansseau, G. Anton, C. Argüelles, J. Auffenberg, S. Axani, H. Bagherpour, X. Bai, J. P. Barron, S. W. Barwick, V. Baum, R. Bay, J. J. Beatty, J. Becker Tjus, K. -H. Becker, S. BenZvi, D. Berley, E. Bernardini, D. Z. Besson, G. Binder, D. Bindig, E. Blaufuss, S. Blot, C. Bohm, M. Börner, F. Bos, D. Bose, S. Böser, O. Botner, J. Bourbeau, F. Bradascio, J. Braun, L. Brayeur, M. Brenzke, H. -P. Bretz, S. Bron, A. Burgman, T. Carver, J. Casey, M. Casier, E. Cheung, D. Chirkin, A. Christov, K. Clark, L. Classen, S. Coenders, G. H. Collin, J. M. Conrad, D. F. Cowen, R. Cross, M. Day, J. P. A. M. de André, C. De Clercq, J. J. DeLaunay, H. Dembinski, S. De Ridder, P. Desiati, K. D. de Vries, G. de Wasseige, M. de With, T. DeYoung, J. C. Díaz-Vélez, V. di Lorenzo, H. Dujmovic, J. P. Dumm, M. Dunkman, B. Eberhardt, T. Ehrhardt, B. Eichmann, P. Eller, P. A. Evenson, S. Fahey, A. R. Fazely, J. Felde, K. Filimonov, C. Finley, S. Flis, A. Franckowiak, E. Friedman, T. Fuchs, T. K. Gaisser, J. Gallagher, L. Gerhardt, K. Ghorbani, W. Giang, T. Glauch, T. Glüsenkamp, A. Goldschmidt, J. G. Gonzalez, D. Grant, Z. Griffith, C. Haack, A. Hallgren, F. Halzen, K. Hanson, D. Hebecker, D. Heereman, K. Helbing, R. Hellauer, S. Hickford, J. Hignight, G. C. Hill, K. D. Hoffman, R. Hoffmann, B. Hokanson-Fasig, K. Hoshina, F. Huang, M. Huber, K. Hultqvist, S. In, A. Ishihara, E. Jacobi, G. S. Japaridze, M. Jeong, K. Jero, B. J. P. Jones, P. Kalacynski, W. Kang, A. Kappes, T. Karg, A. Karle, U. Katz, M. Kauer, A. Keivani, J. L. Kelley, A. Kheirandish, J. Kim, M. Kim, T. Kintscher, J. Kiryluk, T. Kittler, S. R. Klein, G. Kohnen, R. Koirala, H. Kolanoski, L. Köpke, C. Kopper, S. Kopper, J. P. Koschinsky, D. J. Koskinen, M. Kowalski, K. Krings, M. Kroll, G. Krückl, J. Kunnen, S. Kunwar, N. Kurahashi, T. Kuwabara, A. Kyriacou, M. Labare, J. L. Lanfranchi, M. J. Larson, F. Lauber, D. Lennarz, M. Lesiak-Bzdak, M. Leuermann, Q. R. Liu, L. Lu, J. Lünemann, W. Luszczak, J. Madsen, G. Maggi, K. B. M. Mahn, S. Mancina, R. Maruyama, K. Mase, R. Maunu, F. McNally, K. Meagher, M. Medici, M. Meier, T. Menne, G. Merino, T. Meures, S. Miarecki, J. Micallef, G. Momenté, T. Montaruli, R. W. Moore, M. Moulai, R. Nahnhauer, P. Nakarmi, U. Naumann, G. Neer, H. Niederhausen, S. C. Nowicki, D. R. Nygren, A. Obertacke Pollmann, A. Olivas, A. O'Murchadha, T. Palczewski, H. Pandya, D. V. Pankova, P. Peiffer, J. A. Pepper, C. Pérez de los Heros, D. Pieloth, E. Pinat, M. Plum, P. B. Price, G. T. Przybylski, C. Raab, L. Rädel, M. Rameez, K. Rawlins, R. Reimann, B. Relethford, M. Relich, E. Resconi, W. Rhode, M. Richman, B. Riedel, S. Robertson, M. Rongen, C. Rott, T. Ruhe, D. Ryckbosch, D. Rysewyk, T. Sälzer, S. E. Sanchez Herrera, A. Sandrock, J. Sandroos, S. Sarkar, S. Sarkar, K. Satalecka, P. Schlunder, T. Schmidt, A. Schneider, S. Schoenen, S. Schöneberg, L. Schumacher, D. Seckel, S. Seunarine, D. Soldin, M. Song, G. M. Spiczak, C. Spiering, J. Stachurska, T. Stanev, A. Stasik, J. Stettner, A. Steuer, T. Stezelberger, R. G. Stokstad, A. Stößl, N. L. Strotjohann, G. W. Sullivan, M. Sutherland, I. Taboada, J. Tatar, F. Tenholt, S. Ter-Antonyan, A. Terliuk, G. Tešić, S. Tilav, P. A. Toale, M. N. Tobin, S. Toscano, D. Tosi, M. Tselengidou, C. F. Tung, A. Turcati, C. F. Turley, B. Ty, E. Unger, M. Usner, J. Vandenbroucke, W. Van Driessche, N. van Eijndhoven, S. Vanheule, J. van Santen, M. Vehring, E. Vogel, M. Vraeghe, C. Walck, A. Wallace, M. Wallraff, F. D. Wandler, N. Wandkowsky, A. Waza, C. Weaver, M. J. Weiss, C. Wendt, S. Westerhoff, B. J. Whelan, S. Wickmann, K. Wiebe, C. H. Wiebusch, L. Wille, D. R. Williams, L. Wills, M. Wolf, J. Wood, T. R. Wood, E. Woolsey, K. Woschnagg, D. L. Xu, X. W. Xu, Y. Xu, J. P. Yanez, G. Yodh, S. Yoshida, T. Yuan, M. Zoll

We present a search for a neutrino signal from dark matter self-annihilations in the Milky Way using the IceCube Neutrino Observatory (IceCube). In 1005 days of data we found no significant excess of neutrinos over the background of neutrinos produced in atmospheric air showers from cosmic ray interactions. We derive upper limits on the velocity averaged product of the dark matter self-annihilation cross section and the relative velocity of the dark matter particles $\langle\sigma_{\text{A}}v\rangle$. Read More

Determining deep holes is an important topic in decoding Reed-Solomon codes. Let $l\ge 1$ be an integer and $a_1,\ldots,a_l$ be arbitrarily given $l$ distinct elements of the finite field ${\bf F}_q$ of $q$ elements with the odd prime number $p$ as its characteristic. Let $D={\bf F}_q\backslash\{a_1,\ldots,a_l\}$ and $k$ be an integer such that $2\le k\le q-l-1$. Read More

Unconventional fermions with high degeneracies in three dimensions beyond Weyl and Dirac fermions have sparked tremendous interest in condensed matter physics. Here, we study quantum Hall effects (QHEs) in a two-dimensional (2D) unconventional fermion system: a triple-point fermion system. For massless fermions without gaps, we find that the Hall conductance (in units of -e^2/h) can take only even numbers and vanishes when the Fermi surface lies in the first gap of Landau levels (LLs) despite the existence of an unlimited number of zero energy LLs. Read More

Recent several years have witnessed the surge of asynchronous (async-) parallel computing methods due to the extremely big data involved in many modern applications and also the advancement of multi-core machines and computer clusters. In optimization, most works about async-parallel methods are on unconstrained problems or those with block separable constraints. In this paper, we propose an async-parallel method based on block coordinate update (BCU) for solving convex problems with nonseparable linear constraint. Read More

The minimum feedback arc set problem asks to delete a minimum number of arcs (directed edges) from a digraph (directed graph) to make it free of any directed cycles. In this work we approach this fundamental cycle-constrained optimization problem by considering a generalized task of dividing the digraph into D layers of equal size. We solve the D-segmentation problem by the replica-symmetric mean field theory and belief-propagation heuristic algorithms. Read More

In this paper, we investigate the challenges to apply Statistical Static Timing Analysis (SSTA) in hierarchical design flow, where modules supplied by IP vendors are used to hide design details for IP protection and to reduce the complexity of design and verification. For the three basic circuit types, combinational, flip-flop-based and latch-controlled, we propose methods to extract timing models which contain interfacing as well as compressed internal constraints. Using these compact timing models the runtime of full-chip timing analysis can be reduced, while circuit details from IP vendors are not exposed. Read More

We present a large-scale mapping toward the GEM OB1 association in the galactic anti-center direction. The 9^deg * 6.5^deg area was mapped in 12CO, 13CO, and C18O with 50" angular resolution at 30" sampling. Read More

We considered a generic case of pre-transitional materials with static stress-generating defects, dislocations and coherent nano-precipitates, at temperatures close but above the starting temperature of martensitic transformation, Ms. Using the Phase Field Microelasticity theory and 3D simulation, we demonstrated that the local stress generated by these defects produces equilibrium nano-size martensitic embryos (MEs) in pre-transitional state, these embryos being orientation variants of martensite. This is a new type of equilibrium: the thermoelastic equilibrium between the MEs and parent phase in which the total volume of MEs and their size are equilibrium internal thermodynamic parameters. Read More

Background: Mining gene modules from genomic data is an important step to detect gene members of pathways or other relations such as protein-protein interactions. In this work, we explore the plausibility of detecting gene modules by factorizing gene-phenotype associations from a phenotype ontology rather than the conventionally used gene expression data. In particular, the hierarchical structure of ontology has not been sufficiently utilized in clustering genes while functionally related genes are consistently associated with phenotypes on the same path in the phenotype ontology. Read More

Life science is entering a new era of petabyte-level sequencing data. Converting such big data to biological insights represents a huge challenge for computational analysis. To this end, we developed DeepMetabolism, a biology-guided deep learning system to predict cell phenotypes from transcriptomics data. Read More

2017May
Authors: IceCube Collaboration, M. G. Aartsen, M. Ackermann, J. Adams, J. A. Aguilar, M. Ahlers, M. Ahrens, I. Al Samarai, D. Altmann, K. Andeen, T. Anderson, I. Ansseau, G. Anton, C. Argüelles, J. Auffenberg, S. Axani, H. Bagherpour, X. Bai, J. P. Barron, S. W. Barwick, V. Baum, R. Bay, J. J. Beatty, J. Becker Tjus, K. -H. Becker, S. BenZvi, D. Berley, E. Bernardini, D. Z. Besson, G. Binder, D. Bindig, E. Blaufuss, S. Blot, C. Bohm, M. Börner, F. Bos, D. Bose, S. Böser, O. Botner, J. Bourbeau, F. Bradascio, J. Braun, L. Brayeur, M. Brenzke, H. -P. Bretz, S. Bron, A. Burgman, T. Carver, J. Casey, M. Casier, E. Cheung, D. Chirkin, A. Christov, K. Clark, L. Classen, S. Coenders, G. H. Collin, J. M. Conrad, D. F. Cowen, R. Cross, M. Day, J. P. A. M. de André, C. De Clercq, J. J. DeLaunay, H. Dembinski, S. De Ridder, P. Desiati, K. D. de Vries, G. de Wasseige, M. de With, T. DeYoung, J. C. Díaz-Vélez, V. di Lorenzo, H. Dujmovic, J. P. Dumm, M. Dunkman, B. Eberhardt, T. Ehrhardt, B. Eichmann, P. Eller, P. A. Evenson, S. Fahey, A. R. Fazely, J. Felde, K. Filimonov, C. Finley, S. Flis, A. Franckowiak, E. Friedman, T. Fuchs, T. K. Gaisser, J. Gallagher, L. Gerhardt, K. Ghorbani, W. Giang, T. Glauch, T. Glüsenkamp, A. Goldschmidt, J. G. Gonzalez, D. Grant, Z. Griffith, C. Haack, A. Hallgren, F. Halzen, K. Hanson, D. Hebecker, D. Heereman, K. Helbing, R. Hellauer, S. Hickford, J. Hignight, G. C. Hill, K. D. Hoffman, R. Hoffmann, B. Hokanson-Fasig, K. Hoshina, F. Huang, M. Huber, K. Hultqvist, S. In, A. Ishihara, E. Jacobi, G. S. Japaridze, M. Jeong, K. Jero, B. J. P. Jones, P. Kalacynski, W. Kang, A. Kappes, T. Karg, A. Karle, U. Katz, M. Kauer, A. Keivani, J. L. Kelley, A. Kheirandish, J. Kim, M. Kim, T. Kintscher, J. Kiryluk, T. Kittler, S. R. Klein, G. Kohnen, R. Koirala, H. Kolanoski, L. Köpke, C. Kopper, S. Kopper, J. P. Koschinsky, D. J. Koskinen, M. Kowalski, K. Krings, M. Kroll, G. Krückl, J. Kunnen, S. Kunwar, N. Kurahashi, T. Kuwabara, A. Kyriacou, M. Labare, J. L. Lanfranchi, M. J. Larson, F. Lauber, D. Lennarz, M. Lesiak-Bzdak, M. Leuermann, Q. R. Liu, L. Lu, J. Lünemann, W. Luszczak, J. Madsen, G. Maggi, K. B. M. Mahn, S. Mancina, R. Maruyama, K. Mase, R. Maunu, F. McNally, K. Meagher, M. Medici, M. Meier, T. Menne, G. Merino, T. Meures, S. Miarecki, J. Micallef, G. Momenté, T. Montaruli, R. W. Moore, M. Moulai, R. Nahnhauer, P. Nakarmi, U. Naumann, G. Neer, H. Niederhausen, S. C. Nowicki, D. R. Nygren, A. Obertacke Pollmann, A. Olivas, A. O'Murchadha, T. Palczewski, H. Pandya, D. V. Pankova, P. Peiffer, J. A. Pepper, C. Pérez de los Heros, D. Pieloth, E. Pinat, M. Plum, P. B. Price, G. T. Przybylski, C. Raab, L. Rädel, M. Rameez, K. Rawlins, R. Reimann, B. Relethford, M. Relich, E. Resconi, W. Rhode, M. Richman, B. Riedel, S. Robertson, M. Rongen, C. Rott, T. Ruhe, D. Ryckbosch, D. Rysewyk, T. Sälzer, S. E. Sanchez Herrera, A. Sandrock, J. Sandroos, S. Sarkar, S. Sarkar, K. Satalecka, P. Schlunder, T. Schmidt, A. Schneider, S. Schoenen, S. Schöneberg, L. Schumacher, D. Seckel, S. Seunarine, D. Soldin, M. Song, G. M. Spiczak, C. Spiering, J. Stachurska, T. Stanev, A. Stasik, J. Stettner, A. Steuer, T. Stezelberger, R. G. Stokstad, A. Stößl, N. L. Strotjohann, G. W. Sullivan, M. Sutherland, I. Taboada, J. Tatar, F. Tenholt, S. Ter-Antonyan, A. Terliuk, G. Tešić, S. Tilav, P. A. Toale, M. N. Tobin, S. Toscano, D. Tosi, M. Tselengidou, C. F. Tung, A. Turcati, C. F. Turley, B. Ty, E. Unger, M. Usner, J. Vandenbroucke, W. Van Driessche, N. van Eijndhoven, S. Vanheule, J. van Santen, M. Vehring, E. Vogel, M. Vraeghe, C. Walck, A. Wallace, M. Wallraff, F. D. Wander, N. Wandkowsky, A. Waza, C. Weaver, M. J. Weiss, C. Wendt, S. Westerhoff, B. J. Whelan, S. Wickmann, K. Wiebe, C. H. Wiebusch, L. Wille, D. R. Williams, L. Wills, M. Wolf, J. Wood, T. R. Wood, E. Woolsey, K. Woschnagg, D. L. Xu, X. W. Xu, Y. Xu, J. P. Yanez, G. Yodh, S. Yoshida, T. Yuan, M. Zoll

The IceCube neutrino observatory has established the existence of a flux of high-energy astrophysical neutrinos inconsistent with the expectation from atmospheric backgrounds at a significance greater than $5\sigma$. This flux has been observed in analyses of both track events from muon neutrino interactions and cascade events from interactions of all neutrino flavors. Searches for astrophysical neutrino sources have focused on track events due to the significantly better angular resolution of track reconstructions. Read More

The Purple Mountain Observatory 13.7 m radio telescope has been used to search for 95 GHz (8$_0$--7$_1$A$^+$) class I methanol masers towards 1020 Bolocam Galactic Plane Survey (BGPS) sources, leading to 213 detections. We have compared the line width of the methanol and HCO$^+$ thermal emission in all of the methanol detections and on that basis we find 205 of the 213 detections are very likely to be masers. Read More

Heavy-fermion materials are mostly rare-earth or actinide intermetallics with very few exceptions in d-electron systems. The physical mechanism for these d-electron heavy fermion systems remains unclear. Here by studying the quadruple-perovskite CaCu3Ir4O12, we propose a symmetry-based mechanism that may enforce heavy-fermion physics in d-electron systems. Read More

In domain adaptation, maximum mean discrepancy (MMD) has been widely adopted as a discrepancy metric between the distributions of source and target domains. However, existing MMD-based domain adaptation methods generally ignore the changes of class prior distributions, i.e. Read More

We study the modification of the atomic spontaneous emission rate, i.e. Purcell effect, of $^{87}$Rb in the vicinity of an optical nanofiber ($\sim$500 nm diameter). Read More

There is a wide gap between symbolic reasoning and deep learning. In this research, we explore the possibility of using deep learning to improve symbolic reasoning. Briefly, in a reasoning system, a deep feedforward neural network is used to guide rewriting processes after learning from algebraic reasoning examples produced by humans. Read More

Using a Bayesian model-to-data analysis, we estimate the temperature dependence of the heavy quark diffusion coefficients by calibrating to the experimental data of $D$-meson $R_{\mathrm{AA}}$ and $v_2$ in AuAu collisions ($\sqrt{s_{NN}}=200$ GeV) and PbPb collisions ($\sqrt{s_{NN}}=2.76$ TeV)~\cite{Xie:2016iwq}. The spatial diffusion coefficient $D_s2\pi T$ is found to be mostly constraint around $(1. Read More

Traditionally, Internet Access Providers (APs) only charge end-users for Internet access services; however, to recoup infrastructure costs and increase revenues, some APs have recently adopted two-sided pricing schemes under which both end-users and content providers are charged. Meanwhile, with the rapid growth of traffic, network congestion could seriously degrade user experiences and influence providers' utility. To optimize profit and social welfare, APs and regulators need to design appropriate pricing strategies and regulatory policies that take the effects of network congestion into consideration. Read More

We study the problem of interactively learning a binary classifier using noisy labeling and pairwise comparison oracles, where the comparison oracle answers which one in the given two instances is more likely to be positive. Learning from such oracles has multiple applications where obtaining direct labels is harder but pairwise comparisons are easier, and the algorithm can leverage both types of oracles. In this paper, we attempt to characterize how the access to an easier comparison oracle helps in improving the label and total query complexity. Read More

Microgrids are resources to restore critical loads after a natural disaster, enhancing the resiliency of a distribution network. To deal with stochastic power generated by intermittent energy resources within microgrids, such as wind turbines (WTs) and photovoltaics (PVs), most existing methods require forecast information. However, some microgrids may not be equipped with power forecasting tools. Read More

Text in natural images contains plenty of semantics that are often highly relevant to objects or scene. In this paper, we are concerned with the problem on fully exploiting scene text for visual understanding. The basic idea is combining word representations and deep visual features into a globally trainable deep convolutional neural network. Read More

For quantitative structure-property relationship (QSPR) studies in chemoinformatics, it is important to get interpretable relationship between chemical properties and chemical features. However, the predictive power and interpretability of QSPR models are usually two different objectives that are difficult to achieve simultaneously. A deep learning architecture using molecular graph encoding convolutional neural networks (MGE-CNN) provided a universal strategy to construct interpretable QSPR models with high predictive power. Read More

Motivation: As a fundamental task in bioinformatics, searching for massive short patterns over a long text is widely accelerated by various compressed full-text indexes. These indexes are able to provide similar searching functionalities to classical indexes, e.g. Read More

Recently manifold learning algorithm for dimensionality reduction attracts more and more interests, and various linear and nonlinear, global and local algorithms are proposed. The key step of manifold learning algorithm is the neighboring region selection. However, so far for the references we know, few of which propose a generally accepted algorithm to well select the neighboring region. Read More

Layered materials have huge potential in various applications due to their extraordinary properties. To determine the interlayer interaction (or equivalently the layer spacing under different perturbations) is of critical importance. In this letter, we focus on one of the most prominent layered materials, graphite, and theoretically quantify the relationship between its interlayer spacing and the vibrational frequencies of its layer breathing and shear modes, which are measures of the interlayer interaction. Read More

Current induced magnetization manipulation is a key issue for spintronic application. Therefore, deterministic switching of the magnetization at the picoseconds timescale with a single electronic pulse represents a major step towards the future developments of ultrafast spintronic. Here, we have studied the ultrafast magnetization dynamics in engineered Gdx[FeCo]1-x based structure to compare the effect of femtosecond laser and hot-electrons pulses. Read More

The extraordinary properties and the novel applications of black phosphorene induce the research interest on the monolayer group-IV monochalcogenides. Here using the first-principles calculations, we systematically investigate the electronic, transport and optical properties of monolayer $\alpha-$ and $\beta-$GeSe, the latter of which was recently experimentally realized. We found that, monolayer $\alpha-$GeSe is a semiconductor with direct band gap of 1. Read More

2017Apr
Authors: F. P. An, A. B. Balantekin, H. R. Band, M. Bishai, S. Blyth, D. Cao, G. F. Cao, J. Cao, Y. L. Chan, J. F. Chang, Y. Chang, H. S. Chen, Q. Y. Chen, S. M. Chen, Y. X. Chen, Y. Chen, J. Cheng, Z. K. Cheng, J. J. Cherwinka, M. C. Chu, A. Chukanov, J. P. Cummings, Y. Y. Ding, M. V. Diwan, M. Dolgareva, J. Dove, D. A. Dwyer, W. R. Edwards, R. Gill, M. Gonchar, G. H. Gong, H. Gong, M. Grassi, W. Q. Gu, L. Guo, X. H. Guo, Y. H. Guo, Z. Guo, R. W. Hackenburg, S. Hans, M. He, K. M. Heeger, Y. K. Heng, A. Higuera, Y. B. Hsiung, B. Z. Hu, T. Hu, E. C. Huang, H. X. Huang, X. T. Huang, Y. B. Huang, P. Huber, W. Huo, G. Hussain, D. E. Jaffe, K. L. Jen, X. P. Ji, X. L. Ji, J. B. Jiao, R. A. Johnson, D. Jones, L. Kang, S. H. Kettell, A. Khan, S. Kohn, M. Kramer, K. K. Kwan, M. W. Kwok, T. J. Langford, K. Lau, L. Lebanowski, J. Lee, J. H. C. Lee, R. T. Lei, R. Leitner, J. K. C. Leung, C. Li, D. J. Li, F. Li, G. S. Li, Q. J. Li, S. Li, S. C. Li, W. D. Li, X. N. Li, X. Q. Li, Y. F. Li, Z. B. Li, H. Liang, C. J. Lin, G. L. Lin, S. Lin, S. K. Lin, Y. -C. Lin, J. J. Ling, J. M. Link, L. Littenberg, B. R. Littlejohn, J. L. Liu, J. C. Liu, C. W. Loh, C. Lu, H. Q. Lu, J. S. Lu, K. B. Luk, X. Y. Ma, X. B. Ma, Y. Q. Ma, Y. Malyshkin, D. A. Martinez Caicedo, K. T. McDonald, R. D. McKeown, I. Mitchell, Y. Nakajima, J. Napolitano, D. Naumov, E. Naumova, H. Y. Ngai, J. P. Ochoa-Ricoux, A. Olshevskiy, H. -R. Pan, J. Park, S. Patton, V. Pec, J. C. Peng, L. Pinsky, C. S. J. Pun, F. Z. Qi, M. Qi, X. Qian, R. M. Qiu, N. Raper, J. Ren, R. Rosero, B. Roskovec, X. C. Ruan, H. Steiner, P. Stoler, J. L. Sun, W. Tang, D. Taychenachev, K. Treskov, K. V. Tsang, C. E. Tull, N. Viaux, B. Viren, V. Vorobel, C. H. Wang, M. Wang, N. Y. Wang, R. G. Wang, W. Wang, X. Wang, Y. F. Wang, Z. Wang, Z. Wang, Z. M. Wang, H. Y. Wei, L. J. Wen, K. Whisnant, C. G. White, L. Whitehead, T. Wise, H. L. H. Wong, S. C. F. Wong, E. Worcester, C. -H. Wu, Q. Wu, W. J. Wu, D. M. Xia, J. K. Xia, Z. Z. Xing, J. L. Xu, Y. Xu, T. Xue, C. G. Yang, H. Yang, L. Yang, M. S. Yang, M. T. Yang, Y. Z. Yang, M. Ye, Z. Ye, M. Yeh, B. L. Young, Z. Y. Yu, S. Zeng, L. Zhan, C. Zhang, C. C. Zhang, H. H. Zhang, J. W. Zhang, Q. M. Zhang, R. Zhang, X. T. Zhang, Y. M. Zhang, Y. X. Zhang, Y. M. Zhang, Z. J. Zhang, Z. Y. Zhang, Z. P. Zhang, J. Zhao, L. Zhou, H. L. Zhuang, J. H. Zou

The Daya Bay experiment has observed correlations between reactor core fuel evolution and changes in the reactor antineutrino flux and energy spectrum. Four antineutrino detectors in two experimental halls were used to identify 2.2 million inverse beta decays (IBDs) over 1230 days spanning multiple fuel cycles for each of six 2. Read More

In this paper, we propose a compositional nonparametric method in which a model is expressed as a labeled binary tree of $2k+1$ nodes, where each node is either a summation, a multiplication, or the application of one of the $q$ basis functions to one of the $p$ covariates. We show that in order to recover a labeled binary tree from a given dataset, the sufficient number of samples is $O(k\log(pq)+\log(k!))$, and the necessary number of samples is $\Omega(k\log (pq)-\log(k!))$. We implement our method for regression as a greedy search algorithm, and demonstrate its effectiveness with two synthetic data sets and one real-world experiment. Read More

We consider the statistical properties of interaction parameter estimates obtained by the direct coupling analysis (DCA) approach to learning interactions from large data sets. Assuming that the data are generated from a random background distribution, we determine the distribution of inferred interactions. Two inference methods are considered: the L2 regularized naive mean-field inference procedure (regularized least squares, RLS), and the pseudo-likelihood maximization (plmDCA). Read More

Experimentation platforms are essential components of modern large IT companies, as they are used to carry out a large number of randomized experiments daily. On such platforms, the classic assumption of no interference among users - that is, the fact that the outcome of a user does not depend on the treatment assigned to other users - is rarely tenable. Here, we introduce an experimental design strategy for testing whether this assumption holds. Read More

Convex hulls of monomials have been widely studied in the literature, and monomial convexifications are implemented in global optimization software for relaxing polynomials. However, there has been no study of the error in the global optimum from such approaches. We give bounds on the worst-case error for convexifying a monomial over subsets of $[0,1]^n$. Read More

We develop a general class of Bayesian repulsive Gaussian mixture models that encourage well-separated clusters, aiming at reducing potentially redundant components produced by independent priors for locations (such as the Dirichlet process). The asymptotic results for the posterior distribution of the proposed models are derived, including posterior consistency and posterior contraction rate in the context of nonparametric density estimation. More importantly, we show that, as a measurement of the model complexity, the posterior number of necessary components to fit the data well grows sub-linearly with respect to the sample size asymptotically. Read More

As one of the most important semiconductors, silicon (Si) has been used to fabricate electronic devices, waveguides, detectors, and solar cells etc. However, its indirect bandgap hinders the use of Si for making good emitters1. For integrated photonic circuits, Si-based emitters with sizes in the range of 100-300 nm are highly desirable. Read More

Solar flares are generally believed to be powered by free magnetic energy stored in the corona, but the build up of coronal energy alone may be insufficient for the imminent flare occurrence. The flare onset mechanism is a critical but less understood problem, insights into which could be gained from small-scale energy releases known as precursors, which are observed as small pre-flare brightenings in various wavelengths, and also from certain small-scale magnetic configurations such as the opposite polarity fluxes, where magnetic orientation of small bipoles is opposite to that of the ambient main polarities. However, high-resolution observations of flare precursors together with the associated photospheric magnetic field dynamics are lacking. Read More

The impact of non-equilibrium effects on the dynamics of heavy-ion collisions is investigated by comparing a non-equilibrium transport approach, the Parton-Hadron-String-Dynamics (PHSD), to a 2D+1 viscous hydrodynamical model, which is based on the assumption of local equilibrium and conservation laws. Starting the hydrodynamical model from the same non-equilibrium initial condition as in the PHSD, using an equivalent lQCD Equation-of-State (EoS), the same transport coefficients, i.e. Read More

We propose a multi-objective framework to learn both secondary targets not directly related to the intended task of speech enhancement (SE) and the primary target of the clean log-power spectra (LPS) features to be used directly for constructing the enhanced speech signals. In deep neural network (DNN) based SE we introduce an auxiliary structure to learn secondary continuous features, such as mel-frequency cepstral coefficients (MFCCs), and categorical information, such as the ideal binary mask (IBM), and integrate it into the original DNN architecture for joint optimization of all the parameters. This joint estimation scheme imposes additional constraints not available in the direct prediction of LPS, and potentially improves the learning of the primary target. Read More

We demonstrate that a semiconductor laser perturbed by the distributed feedback from a fiber random grating can emit light chaotically without the time delay signature. A theoretical model is developed based on the Lang-Kobayashi model in order to numerically explore the chaotic dynamics of the laser diode subjected to the random distributed feedback. It is predicted that the random distributed feedback is superior to the single reflection feedback in suppressing the time-delay signature. Read More

2017Mar
Authors: A. Albert1, M. Andre2, M. Anghinolfi3, G. Anton4, M. Ardid5, J. -J. Aubert6, T. Avgitas7, B. Baret8, J. Barrios-Marti9, S. Basa10, V. Bertin11, S. Biagi12, R. Bormuth13, S. Bourret14, M. C. Bouwhuis15, R. Bruijn16, J. Brunner17, J. Busto18, A. Capone19, L. Caramete20, J. Carr21, S. Celli22, T. Chiarusi23, M. Circella24, J. A. B. Coelho25, A. Coleiro26, R. Coniglione27, H. Costantini28, P. Coyle29, A. Creusot30, A. Deschamps31, G. De Bonis32, C. Distefano33, I. Di Palma34, C. Donzaud35, D. Dornic36, D. Drouhin37, T. Eberl38, I. El Bojaddaini39, D. Elsasser40, A. Enzenhofer41, I. Felis42, L. A. Fusco43, S. Galata44, P. Gay45, V. Giordano46, H. Glotin47, T. Gregoire48, R. Gracia Ruiz49, K. Graf50, S. Hallmann51, H. van Haren52, A. J. Heijboer53, Y. Hello54, J. J. Hernandez-Rey55, J. Hoessl56, J. Hofestadt57, C. Hugon58, G. Illuminati59, C. W. James60, M. de Jong61, M. Jongen62, M. Kadler63, O. Kalekin64, U. Katz65, D. Kiessling66, A. Kouchner67, M. Kreter68, I. Kreykenbohm69, V. Kulikovskiy70, C. Lachaud71, R. Lahmann72, D. Lefevre73, E. Leonora74, M. Lotze75, S. Loucatos76, M. Marcelin77, A. Margiotta78, A. Marinelli79, J. A. Martinez-Mora80, A. Mathieu81, R. Mele82, K. Melis83, T. Michael84, P. Migliozzi85, A. Moussa86, E. Nezri87, G. E. Pavalas88, C. Pellegrino89, C. Perrina90, P. Piattelli91, V. Popa92, T. Pradier93, L. Quinn94, C. Racca95, G. Riccobene96, A. Sanchez-Losa97, M. Saldana98, I. Salvadori99, D. F. E. Samtleben100, M. Sanguineti101, P. Sapienza102, F. Schussler103, C. Sieger104, M. Spurio105, Th. Stolarczyk106, M. Taiuti107, Y. Tayalati108, A. Trovato109, D. Turpin110, C. Tonnis111, B. Vallage112, C. Vallee113, V. Van Elewyck114, F. Versari115, D. Vivolo116, A. Vizzoca117, J. Wilms118, J. D. Zornoza119, J. Zuniga120, M. G. Aartsen121, M. Ackermann122, J. Adams123, J. A. Aguilar124, M. Ahlers125, M. Ahrens126, I. Al Samarai127, D. Altmann128, K. Andeen129, T. Anderson130, I. Ansseau131, G. Anton132, M. Archinger133, C. Arguelles134, J. Auffenberg135, S. Axani136, H. Bagherpour137, X. Bai138, S. W. Barwick139, V. Baum140, R. Bay141, J. J. Beatty142, J. Becker Tjus143, K. -H. Becker144, S. BenZvi145, D. Berley146, E. Bernardini147, D. Z. Besson148, G. Binder149, D. Bindig150, E. Blaufuss151, S. Blot152, C. Bohm153, M. Borner154, F. Bos155, D. Bose156, S. Boser157, O. Botner158, F. Bradascio159, J. Braun160, L. Brayeur161, H. -P. Bretz162, S. Bron163, A. Burgman164, T. Carver165, M. Casier166, E. Cheung167, D. Chirkin168, A. Christov169, K. Clark170, L. Classen171, S. Coenders172, G. H. Collin173, J. M. Conrad174, D. F. Cowen175, R. Cross176, M. Day177, J. P. A. M. de Andre178, C. De Clercq179, E. del Pino Rosendo180, H. Dembinski181, S. De Ridder182, P. Desiati183, K. D. de Vries184, G. de Wasseige185, M. de With186, T. DeYoung187, J. C. Diaz-Velez188, V. di Lorenzo189, H. Dujmovic190, J. P. Dumm191, M. Dunkman192, B. Eberhardt193, T. Ehrhardt194, B. Eichmann195, P. Eller196, S. Euler197, P. A. Evenson198, S. Fahey199, A. R. Fazely200, J. Feintzeig201, J. Felde202, K. Filimonov203, C. Finley204, S. Flis205, C. -C. Fosig206, A. Franckowiak207, E. Friedman208, T. Fuchs209, T. K. Gaisser210, J. Gallagher211, L. Gerhardt212, K. Ghorbani213, W. Giang214, L. Gladstone215, T. Glauch216, T. Glusenkamp217, A. Goldschmidt218, J. G. Gonzalez219, D. Grant220, Z. Gri_th221, C. Haack222, A. Hallgren223, F. Halzen224, E. Hansen225, T. Hansmann226, K. Hanson227, D. Hebecker228, D. Heereman229, K. Helbing230, R. Hellauer231, S. Hickford232, J. Hignight233, G. C. Hill234, K. D. Hoffman235, R. Hoffmann236, K. Hoshina237, F. Huang238, M. Huber239, K. Hultqvist240, S. In241, A. Ishihara242, E. Jacobi243, G. S. Japaridze244, M. Jeong245, K. Jero246, B. J. P. Jones247, W. Kang248, A. Kappes249, T. Karg250, A. Karle251, U. Katz252, M. Kauer253, A. Keivani254, J. L. Kelley255, A. Kheirandish256, J. Kim257, M. Kim258, T. Kintscher259, J. Kiryluk260, T. Kittler261, S. R. Klein262, G. Kohnen263, R. Koirala264, H. Kolanoski265, R. Konietz266, L. Kopke267, C. Kopper268, S. Kopper269, D. J. Koskinen270, M. Kowalski271, K. Krings272, M. Kroll273, G. Kruckl274, C. Kruger275, J. Kunnen276, S. Kunwar277, N. Kurahashi278, T. Kuwabara279, A. Kyriacou280, M. Labare281, J. L. Lanfranchi282, M. J. Larson283, F. Lauber284, D. Lennarz285, M. Lesiak-Bzdak286, M. Leuermann287, L. Lu288, J. Lunemann289, J. Madsen290, G. Maggi291, K. B. M. Mahn292, S. Mancina293, R. Maruyama294, K. Mase295, R. Maunu296, F. McNally297, K. Meagher298, M. Medici299, M. Meier300, T. Menne301, G. Merino302, T. Meures303, S. Miarecki304, J. Micallef305, G. Moment_e306, T. Montaruli307, M. Moulai308, R. Nahnhauer309, U. Naumann310, G. Neer311, H. Niederhausen312, S. C. Nowicki313, D. R. Nygren314, A. Obertacke Pollmann315, A. Olivas316, A. O'Murchadha317, T. Palczewski318, H. Pandya319, D. V. Pankova320, P. Peiffer321, O. Penek322, J. A. Pepper323, C. P_erez de los Heros324, D. Pieloth325, E. Pinat326, P. B. Price327, G. T. Przybylski328, M. Quinnan329, C. Raab330, L. Radel331, M. Rameez332, K. Rawlins333, R. Reimann334, B. Relethford335, M. Relich336, E. Resconi337, W. Rhode338, M. Richman339, B. Riedel340, S. Robertson341, M. Rongen342, C. Rott343, T. Ruhe344, D. Ryckbosch345, D. Rysewyk346, L. Sabbatini347, S. E. Sanchez Herrera348, A. Sandrock349, J. Sandroos350, S. Sarkar351, K. Satalecka352, P. Schlunder353, T. Schmidt354, S. Schoenen355, S. Schoneberg356, L. Schumacher357, D. Seckel358, S. Seunarine359, D. Soldin360, M. Song361, G. M. Spiczak362, C. Spiering363, J. Stachurska364, T. Stanev365, A. Stasik366, J. Stettner367, A. Steuer368, T. Stezelberger369, R. G. Stokstad370, A. Stossl371, R. Strom372, N. L. Strotjohann373, G. W. Sullivan374, M. Sutherland375, H. Taavola376, I. Taboada377, J. Tatar378, F. Tenholt379, S. Ter-Antonyan380, A. Terliuk381, G. Tesic382, S. Tilav383, P. A. Toale384, M. N. Tobin385, S. Toscano386, D. Tosi387, M. Tselengidou388, C. F. Tung389, A. Turcati390, E. Unger391, M. Usner392, J. Vandenbroucke393, N. van Eijndhoven394, S. Vanheule395, M. van Rossem396, J. van Santen397, M. Vehring398, M. Voge399, E. Vogel400, M. Vraeghe401, C. Walck402, A. Wallace403, M. Wallraff404, N. Wandkowsky405, A. Waza406, Ch. Weaver407, M. J. Weiss408, C. Wendt409, S. Westerhoff410, B. J. Whelan411, S. Wickmann412, K. Wiebe413, C. H. Wiebusch414, L. Wille415, D. R. Williams416, L. Wills417, M. Wolf418, T. R. Wood419, E. Woolsey420, K. Woschnagg421, D. L. Xu422, X. W. Xu423, Y. Xu424, J. P. Yanez425, G. Yodh426, S. Yoshida427, M. Zoll428, B. P. Abbott429, R. Abbott430, T. D. Abbott431, M. R. Abernathy432, F. Acernese433, K. Ackley434, C. Adams435, T. Adams436, P. Addesso437, R. X. Adhikari438, V. B. Adya439, C. A_eldt440, M. Agathos441, K. Agatsuma442, N. Aggarwal443, O. D. Aguiar444, L. Aiello445, A. Ain446, P. Ajith447, B. Allen448, A. Allocca449, P. A. Altin450, A. Ananyeva451, S. B. Anderson452, W. G. Anderson453, S. Appert454, K. Arai455, M. C. Araya456, J. S. Areeda457, N. Arnaud458, K. G. Arun459, S. Ascenzi460, G. Ashton461, M. Ast462, S. M. Aston463, P. Astone464, P. Aufmuth465, C. Aulbert466, A. Avila-Alvarez467, S. Babak468, P. Bacon469, M. K. M. Bader470, P. T. Baker471, F. Baldaccini472, G. Ballardin473, S. W. Ballmer474, J. C. Barayoga475, S. E. Barclay476, B. C. Barish477, D. Barker478, F. Barone479, B. Barr480, L. Barsotti481, M. Barsuglia482, D. Barta483, J. Bartlett484, I. Bartos485, R. Bassiri486, A. Basti487, J. C. Batch488, C. Baune489, V. Bavigadda490, M. Bazzan491, C. Beer492, M. Bejger493, I. Belahcene494, M. Belgin495, A. S. Bell496, B. K. Berger497, G. Bergmann498, C. P. L. Berry499, D. Bersanetti500, A. Bertolini501, J. Betzwieser502, S. Bhagwat503, R. Bhandare504, I. A. Bilenko505, G. Billingsley506, C. R. Billman507, J. Birch508, R. Birney509, O. Birnholtz510, S. Biscans511, A. Bisht512, M. Bitossi513, C. Biwer514, M. A. Bizouard515, J. K. Blackburn516, J. Blackman517, C. D. Blair518, D. G. Blair519, R. M. Blair520, S. Bloemen521, O. Bock522, M. Boer523, G. Bogaert524, A. Bohe525, F. Bondu526, R. Bonnand527, B. A. Boom528, R. Bork529, V. Boschi530, S. Bose531, Y. Bou_anais532, A. Bozzi533, C. Bradaschia534, P. R. Brady535, V. B. Braginsky_536, M. Branchesi537, J. E. Brau538, T. Briant539, A. Brillet540, M. Brinkmann541, V. Brisson542, P. Brockill543, J. E. Broida544, A. F. Brooks545, D. A. Brown546, D. D. Brown547, N. M. Brown548, S. Brunett549, C. C. Buchanan550, A. Buikema551, T. Bulik552, H. J. Bulten553, A. Buonanno554, D. Buskulic555, C. Buy556, R. L. Byer557, M. Cabero558, L. Cadonati559, G. Cagnoli560, C. Cahillane561, J. Calder_on Bustillo562, T. A. Callister563, E. Calloni564, J. B. Camp565, M. Canepa566, K. C. Cannon567, H. Cao568, J. Cao569, C. D. Capano570, E. Capocasa571, F. Carbognani572, S. Caride573, J. Casanueva Diaz574, C. Casentini575, S. Caudill576, M. Cavagli_a577, F. Cavalier578, R. Cavalieri579, G. Cella580, C. B. Cepeda581, L. Cerboni Baiardi582, G. Cerretani583, E. Cesarini584, S. J. Chamberlin585, M. Chan586, S. Chao587, P. Charlton588, E. Chassande-Mottin589, B. D. Cheeseboro590, H. Y. Chen591, Y. Chen592, H. -P. Cheng593, A. Chincarini594, A. Chiummo595, T. Chmiel596, H. S. Cho597, M. Cho598, J. H. Chow599, N. Christensen600, Q. Chu601, A. J. K. Chua602, S. Chua603, S. Chung604, G. Ciani605, F. Clara606, J. A. Clark607, F. Cleva608, C. Cocchieri609, E. Coccia610, P. -F. Cohadon611, A. Colla612, C. G. Collette613, L. Cominsky614, M. Constancio Jr.615, L. Conti616, S. J. Cooper617, T. R. Corbitt618, N. Cornish619, A. Corsi620, S. Cortese621, C. A. Costa622, M. W. Coughlin623, S. B. Coughlin624, J. -P. Coulon625, S. T. Countryman626, P. Couvares627, P. B. Covas628, E. E. Cowan629, D. M. Coward630, M. J. Cowart631, D. C. Coyne632, R. Coyne633, J. D. E. Creighton634, T. D. Creighton635, J. Cripe636, S. G. Crowder637, T. J. Cullen638, A. Cumming639, L. Cunningham640, E. Cuoco641, T. Dal Canton642, S. L. Danilishin643, S. D'Antonio644, K. Danzmann645, A. Dasgupta646, C. F. Da Silva Costa647, V. Dattilo648, I. Dave649, M. Davier650, G. S. Davies651, D. Davis652, E. J. Daw653, B. Day654, R. Day655, S. De656, D. DeBra657, G. Debreczeni658, J. Degallaix659, M. De Laurentis660, S. Del_eglise661, W. Del Pozzo662, T. Denker663, T. Dent664, V. Dergachev665, R. De Rosa666, R. T. DeRosa667, R. DeSalvo668, R. C. Devine669, S. Dhurandhar670, M. C. D__az671, L. Di Fiore672, M. Di Giovanni673, T. Di Girolamo674, A. Di Lieto675, S. Di Pace676, I. Di Palma677, A. Di Virgilio678, Z. Doctor679, V. Dolique680, F. Donovan681, K. L. Dooley682, S. Doravari683, I. Dorrington684, R. Douglas685, M. Dovale Alvarez686, T. P. Downes687, M. Drago688, R. W. P. Drever689, J. C. Driggers690, Z. Du691, M. Ducrot692, S. E. Dwyer693, T. B. Edo694, M. C. Edwards695, A. E_er696, H. -B. Eggenstein697, P. Ehrens698, J. Eichholz699, S. S. Eikenberry700, R. A. Eisenstein701, R. C. Essick702, Z. Etienne703, T. Etzel704, M. Evans705, T. M. Evans706, R. Everett707, M. Factourovich708, V. Fafone709, H. Fair710, S. Fairhurst711, X. Fan712, S. Farinon713, B. Farr714, W. M. Farr715, E. J. Fauchon-Jones716, M. Favata717, M. Fays718, H. Fehrmann719, M. M. Fejer720, A. Fern_andez Galiana721, I. Ferrante722, E. C. Ferreira723, F. Ferrini724, F. Fidecaro725, I. Fiori726, D. Fiorucci727, R. P. Fisher728, R. Flaminio729, M. Fletcher730, H. Fong731, S. S. Forsyth732, J. -D. Fournier733, S. Frasca734, F. Frasconi735, Z. Frei736, A. Freise737, R. Frey738, V. Frey739, E. M. Fries740, P. Fritschel741, V. V. Frolov742, P. Fulda743, M. Fy_e744, H. Gabbard745, B. U. Gadre746, S. M. Gaebel747, J. R. Gair748, L. Gammaitoni749, S. G. Gaonkar750, F. Garu_751, G. Gaur752, V. Gayathri753, N. Gehrels754, G. Gemme755, E. Genin756, A. Gennai757, J. George758, L. Gergely759, V. Germain760, S. Ghonge761, Abhirup Ghosh762, Archisman Ghosh763, S. Ghosh764, J. A. Giaime765, K. D. Giardina766, A. Giazotto767, K. Gill768, A. Glaefke769, E. Goetz770, R. Goetz771, L. Gondan772, G. Gonz_alez773, J. M. Gonzalez Castro774, A. Gopakumar775, M. L. Gorodetsky776, S. E. Gossan777, M. Gosselin778, R. Gouaty779, A. Grado780, C. Graef781, M. Granata782, A. Grant783, S. Gras784, C. Gray785, G. Greco786, A. C. Green787, P. Groot788, H. Grote789, S. Grunewald790, G. M. Guidi791, X. Guo792, A. Gupta793, M. K. Gupta794, K. E. Gushwa795, E. K. Gustafson796, R. Gustafson797, J. J. Hacker798, B. R. Hall799, E. D. Hall800, G. Hammond801, M. Haney802, M. M. Hanke803, J. Hanks804, C. Hanna805, M. D. Hannam806, J. Hanson807, T. Hardwick808, J. Harms809, G. M. Harry810, I. W. Harry811, M. J. Hart812, M. T. Hartman813, C. -J. Haster814, K. Haughian815, J. Healy816, A. Heidmann817, M. C. Heintze818, H. Heitmann819, P. Hello820, G. Hemming821, M. Hendry822, I. S. Heng823, J. Hennig824, J. Henry825, A. W. Heptonstall826, M. Heurs827, S. Hild828, D. Hoak829, D. Hofman830, K. Holt831, D. E. Holz832, P. Hopkins833, J. Hough834, E. A. Houston835, E. J. Howell836, Y. M. Hu837, E. A. Huerta838, D. Huet839, B. Hughey840, S. Husa841, S. H. Huttner842, T. Huynh-Dinh843, N. Indik844, D. R. Ingram845, R. Inta846, H. N. Isa847, J. -M. Isac848, M. Isi849, T. Isogai850, B. R. Iyer851, K. Izumi852, T. Jacqmin853, K. Jani854, P. Jaranowski855, S. Jawahar856, F. Jim_enez-Forteza857, W. W. Johnson858, D. I. Jones859, R. Jones860, R. J. G. Jonker861, L. Ju862, J. Junker863, C. V. Kalaghatgi864, V. Kalogera865, S. Kandhasamy866, G. Kang867, J. B. Kanner868, S. Karki869, K. S. Karvinen870, M. Kasprzack871, E. Katsavounidis872, W. Katzman873, S. Kaufer874, T. Kaur875, K. Kawabe876, F. Kefelian877, D. Keitel878, D. B. Kelley879, R. Kennedy880, J. S. Key881, F. Y. Khalili882, I. Khan883, S. Khan884, Z. Khan885, E. A. Khazanov886, N. Kijbunchoo887, Chunglee Kim888, J. C. Kim889, Whansun Kim890, W. Kim891, Y. -M. Kim892, S. J. Kimbrell893, E. J. King894, P. J. King895, R. Kirchhoff896, J. S. Kissel897, B. Klein898, L. Kleybolte899, S. Klimenko900, P. Koch901, S. M. Koehlenbeck902, S. Koley903, V. Kondrashov904, A. Kontos905, M. Korobko906, W. Z. Korth907, I. Kowalska908, D. B. Kozak909, C. Kramer910, V. Kringel911, A. Krolak912, G. Kuehn913, P. Kumar914, R. Kumar915, L. Kuo916, A. Kutynia917, B. D. Lackey918, M. Landry919, R. N. Lang920, J. Lange921, B. Lantz922, R. K. Lanza923, A. Lartaux-Vollard924, P. D. Lasky925, M. Laxen926, A. Lazzarini927, C. Lazzaro928, P. Leaci929, S. Leavey930, E. O. Lebigot931, C. H. Lee932, H. K. Lee933, H. M. Lee934, K. Lee935, J. Lehmann936, A. Lenon937, M. Leonardi938, J. R. Leong939, N. Leroy940, N. Letendre941, Y. Levin942, T. G. F. Li943, A. Libson944, T. B. Littenberg945, J. Liu946, N. A. Lockerbie947, A. L. Lombardi948, L. T. London949, J. E. Lord950, M. Lorenzini951, V. Loriette952, M. Lormand953, G. Losurdo954, J. D. Lough955, G. Lovelace956, H. Luck957, A. P. Lundgren958, R. Lynch959, Y. Ma960, S. Macfoy961, B. Machenschalk962, M. MacInnis963, D. M. Macleod964, F. Magana-Sandoval965, E. Majorana966, I. Maksimovic967, V. Malvezzi968, N. Man969, V. Mandic970, V. Mangano971, G. L. Mansell972, M. Manske973, M. Mantovani974, F. Marchesoni975, F. Marion976, S. M_arka977, Z. M_arka978, A. S. Markosyan979, E. Maros980, F. Martelli981, L. Martellini982, I. W. Martin983, D. V. Martynov984, K. Mason985, A. Masserot986, T. J. Massinger987, M. Masso-Reid988, S. Mastrogiovanni989, F. Matichard990, L. Matone991, N. Mavalvala992, N. Mazumder993, R. McCarthy994, D. E. McClelland995, S. McCormick996, C. McGrath997, S. C. McGuire998, G. McIntyre999, J. McIver1000, D. J. McManus1001, T. McRae1002, S. T. McWilliams1003, D. Meacher1004, G. D. Meadors1005, J. Meidam1006, A. Melatos1007, G. Mendell1008, D. Mendoza-Gandara1009, R. A. Mercer1010, E. L. Merilh1011, M. Merzougui1012, S. Meshkov1013, C. Messenger1014, C. Messick1015, R. Metzdorff1016, P. M. Meyers1017, F. Mezzani1018, H. Miao1019, C. Michel1020, H. Middleton1021, E. E. Mikhailov1022, L. Milano1023, A. L. Miller1024, A. Miller1025, B. B. Miller1026, J. Miller1027, M. Millhouse1028, Y. Minenkov1029, J. Ming1030, S. Mirshekari1031, C. Mishra1032, S. Mitra1033, V. P. Mitrofanov1034, G. Mitselmakher1035, R. Mittleman1036, A. Moggi1037, M. Mohan1038, S. R. P. Mohapatra1039, M. Montani1040, B. C. Moore1041, C. J. Moore1042, D. Moraru1043, G. Moreno1044, S. R. Morriss1045, B. Mours1046, C. M. Mow-Lowry1047, G. Mueller1048, A. W. Muir1049, Arunava Mukherjee1050, D. Mukherjee1051, S. Mukherjee1052, N. Mukund1053, A. Mullavey1054, J. Munch1055, E. A. M. Muniz1056, P. G. Murray1057, A. Mytidis1058, K. Napier1059, I. Nardecchia1060, L. Naticchioni1061, G. Nelemans1062, T. J. N. Nelson1063, M. Neri1064, M. Nery1065, A. Neunzert1066, J. M. Newport1067, G. Newton1068, T. T. Nguyen1069, A. B. Nielsen1070, S. Nissanke1071, A. Nitz1072, A. Noack1073, F. Nocera1074, D. Nolting1075, M. E. N. Normandin1076, L. K. Nuttall1077, J. Oberling1078, E. Ochsner1079, E. Oelker1080, G. H. Ogin1081, J. J. Oh1082, S. H. Oh1083, F. Ohme1084, M. Oliver1085, P. Oppermann1086, Richard J. Oram1087, B. O'Reilly1088, R. O'Shaughnessy1089, D. J. Ottaway1090, H. Overmier1091, B. J. Owen1092, A. E. Pace1093, J. Page1094, A. Pai1095, S. A. Pai1096, J. R. Palamos1097, O. Palashov1098, C. Palomba1099, A. Pal-Singh1100, H. Pan1101, C. Pankow1102, F. Pannarale1103, B. C. Pant1104, F. Paoletti1105, A. Paoli1106, M. A. Papa1107, H. R. Paris1108, W. Parker1109, D. Pascucci1110, A. Pasqualetti1111, R. Passaquieti1112, D. Passuello1113, B. Patricelli1114, B. L. Pearlstone1115, M. Pedraza1116, R. Pedurand1117, L. Pekowsky1118, A. Pele1119, S. Penn1120, C. J. Perez1121, A. Perreca1122, L. M. Perri1123, H. P. Pfei_er1124, M. Phelps1125, O. J. Piccinni1126, M. Pichot1127, F. Piergiovanni1128, V. Pierro1129, G. Pillant1130, L. Pinard1131, I. M. Pinto1132, M. Pitkin1133, M. Poe1134, R. Poggiani1135, P. Popolizio1136, A. Post1137, J. Powell1138, J. Prasad1139, J. W. W. Pratt1140, V. Predoi1141, T. Prestegard1142, M. Prijatelj1143, M. Principe1144, S. Privitera1145, G. A. Prodi1146, L. G. Prokhorov1147, O. Puncken1148, M. Punturo1149, P. Puppo1150, M. Purrer1151, H. Qi1152, J. Qin1153, S. Qiu1154, V. Quetschke1155, E. A. Quintero1156, R. Quitzow-James1157, F. J. Raab1158, D. S. Rabeling1159, H. Radkins1160, P. Ra_ai1161, S. Raja1162, C. Rajan1163, M. Rakhmanov1164, P. Rapagnani1165, V. Raymond1166, M. Razzano1167, V. Re1168, J. Read1169, T. Regimbau1170, L. Rei1171, S. Reid1172, D. H. Reitze1173, H. Rew1174, S. D. Reyes1175, E. Rhoades1176, F. Ricci1177, K. Riles1178, M. Rizzo1179, N. A. Robertson1180, R. Robie1181, F. Robinet1182, A. Rocchi1183, L. Rolland1184, J. G. Rollins1185, V. J. Roma1186, R. Romano1187, J. H. Romie1188, D. Rosi_nska1189, S. Rowan1190, A. Rudiger1191, P. Ruggi1192, K. Ryan1193, S. Sachdev1194, T. Sadecki1195, L. Sadeghian1196, M. Sakellariadou1197, L. Salconi1198, M. Saleem1199, F. Salemi1200, A. Samajdar1201, L. Sammut1202, L. M. Sampson1203, E. J. Sanchez1204, V. Sandberg1205, J. R. Sanders1206, B. Sassolas1207, B. S. Sathyaprakash1208, P. R. Saulson1209, O. Sauter1210, R. L. Savage1211, A. Sawadsky1212, P. Schale1213, J. Scheuer1214, E. Schmidt1215, J. Schmidt1216, P. Schmidt1217, R. Schnabel1218, R. M. S. Schofield1219, A. Schonbeck1220, E. Schreiber1221, D. Schuette1222, B. F. Schutz1223, S. G. Schwalbe1224, J. Scott1225, S. M. Scott1226, D. Sellers1227, A. S. Sengupta1228, D. Sentenac1229, V. Sequino1230, A. Sergeev1231, Y. Setyawati1232, D. A. Shaddock1233, T. J. Sha_er1234, M. S. Shahriar1235, B. Shapiro1236, P. Shawhan1237, A. Sheperd1238, D. H. Shoemaker1239, D. M. Shoemaker1240, K. Siellez1241, X. Siemens1242, M. Sieniawska1243, D. Sigg1244, A. D. Silva1245, A. Singer1246, L. P. Singer1247, A. Singh1248, R. Singh1249, A. Singhal1250, A. M. Sintes1251, B. J. J. Slagmolen1252, B. Smith1253, J. R. Smith1254, R. J. E. Smith1255, E. J. Son1256, B. Sorazu1257, F. Sorrentino1258, T. Souradeep1259, A. P. Spencer1260, A. K. Srivastava1261, A. Staley1262, M. Steinke1263, J. Steinlechner1264, S. Steinlechner1265, D. Steinmeyer1266, B. C. Stephens1267, S. P. Stevenson1268, R. Stone1269, K. A. Strain1270, N. Straniero1271, G. Stratta1272, S. E. Strigin1273, R. Sturani1274, A. L. Stuver1275, T. Z. Summerscales1276, L. Sun1277, S. Sunil1278, P. J. Sutton1279, B. L. Swinkels1280, M. J. Szczepa_nczyk1281, M. Tacca1282, D. Talukder1283, D. B. Tanner1284, M. T_apai1285, A. Taracchini1286, R. Taylor1287, T. Theeg1288, E. G. Thomas1289, M. Thomas1290, P. Thomas1291, K. A. Thorne1292, E. Thrane1293, T. Tippens1294, S. Tiwari1295, V. Tiwari1296, K. V. Tokmakov1297, K. Toland1298, C. Tomlinson1299, M. Tonelli1300, Z. Tornasi1301, C. I. Torrie1302, D. Toyra1303, F. Travasso1304, G. Traylor1305, D. Trifiro1306, J. Trinastic1307, M. C. Tringali1308, L. Trozzo1309, M. Tse1310, R. Tso1311, M. Turconi1312, D. Tuyenbayev1313, D. Ugolini1314, C. S. Unnikrishnan1315, A. L. Urban1316, S. A. Usman1317, H. Vahlbruch1318, G. Vajente1319, G. Valdes1320, N. van Bakel1321, M. van Beuzekom1322, J. F. J. van den Brand1323, C. Van Den Broeck1324, D. C. Vander-Hyde1325, L. van der Schaaf1326, J. V. van Heijningen1327, A. A. van Veggel1328, M. Vardaro1329, V. Varma1330, S. Vass1331, M. Vas_uth1332, A. Vecchio1333, G. Vedovato1334, J. Veitch1335, P. J. Veitch1336, K. Venkateswara1337, G. Venugopalan1338, D. Verkindt1339, F. Vetrano1340, A. Vicere1341, A. D. Viets1342, S. Vinciguerra1343, D. J. Vine1344, J. -Y. Vinet1345, S. Vitale1346, T. Vo1347, H. Vocca1348, C. Vorvick1349, D. V. Voss1350, W. D. Vousden1351, S. P. Vyatchanin1352, A. R. Wade1353, L. E. Wade1354, M. Wade1355, M. Walker1356, L. Wallace1357, S. Walsh1358, G. Wang1359, H. Wang1360, M. Wang1361, Y. Wang1362, R. L. Ward1363, J. Warner1364, M. Was1365, J. Watchi1366, B. Weaver1367, L. -W. Wei1368, M. Weinert1369, A. J. Weinstein1370, R. Weiss1371, L. Wen1372, P. We_els1373, T. Westphal1374, K. Wette1375, J. T. Whelan1376, B. F. Whiting1377, C. Whittle1378, D. Williams1379, R. D. Williams1380, A. R. Williamson1381, J. L. Willis1382, B. Willke1383, M. H. Wimmer1384, W. Winkler1385, C. C. Wipf1386, H. Wittel1387, G. Woan1388, J. Woehler1389, J. Worden1390, J. L. Wright1391, D. S. Wu1392, G. Wu1393, W. Yam1394, H. Yamamoto1395, C. C. Yancey1396, M. J. Yap1397, Hang Yu1398, Haocun Yu1399, M. Yvert1400, A. Zadrozny1401, L. Zangrando1402, M. Zanolin1403, J. -P. Zendri1404, M. Zevin1405, L. Zhang1406, M. Zhang1407, T. Zhang1408, Y. Zhang1409, C. Zhao1410, M. Zhou1411, Z. Zhou1412, S. J. Zhu1413, X. J. Zhu1414, M. E. Zucker1415, J. Zweizig1416
Affiliations: 1ANTARES Collaboration, 2ANTARES Collaboration, 3ANTARES Collaboration, 4ANTARES Collaboration, 5ANTARES Collaboration, 6ANTARES Collaboration, 7ANTARES Collaboration, 8ANTARES Collaboration, 9ANTARES Collaboration, 10ANTARES Collaboration, 11ANTARES Collaboration, 12ANTARES Collaboration, 13ANTARES Collaboration, 14ANTARES Collaboration, 15ANTARES Collaboration, 16ANTARES Collaboration, 17ANTARES Collaboration, 18ANTARES Collaboration, 19ANTARES Collaboration, 20ANTARES Collaboration, 21ANTARES Collaboration, 22ANTARES Collaboration, 23ANTARES Collaboration, 24ANTARES Collaboration, 25ANTARES Collaboration, 26ANTARES Collaboration, 27ANTARES Collaboration, 28ANTARES Collaboration, 29ANTARES Collaboration, 30ANTARES Collaboration, 31ANTARES Collaboration, 32ANTARES Collaboration, 33ANTARES Collaboration, 34ANTARES Collaboration, 35ANTARES Collaboration, 36ANTARES Collaboration, 37ANTARES Collaboration, 38ANTARES Collaboration, 39ANTARES Collaboration, 40ANTARES 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Collaboration, 196IceCube Collaboration, 197IceCube Collaboration, 198IceCube Collaboration, 199IceCube Collaboration, 200IceCube Collaboration, 201IceCube Collaboration, 202IceCube Collaboration, 203IceCube Collaboration, 204IceCube Collaboration, 205IceCube Collaboration, 206IceCube Collaboration, 207IceCube Collaboration, 208IceCube Collaboration, 209IceCube Collaboration, 210IceCube Collaboration, 211IceCube Collaboration, 212IceCube Collaboration, 213IceCube Collaboration, 214IceCube Collaboration, 215IceCube Collaboration, 216IceCube Collaboration, 217IceCube Collaboration, 218IceCube Collaboration, 219IceCube Collaboration, 220IceCube Collaboration, 221IceCube Collaboration, 222IceCube Collaboration, 223IceCube Collaboration, 224IceCube Collaboration, 225IceCube Collaboration, 226IceCube Collaboration, 227IceCube Collaboration, 228IceCube Collaboration, 229IceCube Collaboration, 230IceCube Collaboration, 231IceCube Collaboration, 232IceCube Collaboration, 233IceCube Collaboration, 234IceCube Collaboration, 235IceCube Collaboration, 236IceCube Collaboration, 237IceCube Collaboration, 238IceCube Collaboration, 239IceCube Collaboration, 240IceCube Collaboration, 241IceCube Collaboration, 242IceCube Collaboration, 243IceCube Collaboration, 244IceCube Collaboration, 245IceCube Collaboration, 246IceCube Collaboration, 247IceCube Collaboration, 248IceCube Collaboration, 249IceCube Collaboration, 250IceCube Collaboration, 251IceCube Collaboration, 252IceCube Collaboration, 253IceCube Collaboration, 254IceCube Collaboration, 255IceCube Collaboration, 256IceCube Collaboration, 257IceCube Collaboration, 258IceCube Collaboration, 259IceCube Collaboration, 260IceCube Collaboration, 261IceCube Collaboration, 262IceCube Collaboration, 263IceCube Collaboration, 264IceCube Collaboration, 265IceCube Collaboration, 266IceCube Collaboration, 267IceCube Collaboration, 268IceCube Collaboration, 269IceCube Collaboration, 270IceCube Collaboration, 271IceCube Collaboration, 272IceCube Collaboration, 273IceCube Collaboration, 274IceCube Collaboration, 275IceCube Collaboration, 276IceCube Collaboration, 277IceCube Collaboration, 278IceCube Collaboration, 279IceCube Collaboration, 280IceCube Collaboration, 281IceCube Collaboration, 282IceCube Collaboration, 283IceCube Collaboration, 284IceCube Collaboration, 285IceCube Collaboration, 286IceCube Collaboration, 287IceCube Collaboration, 288IceCube Collaboration, 289IceCube Collaboration, 290IceCube Collaboration, 291IceCube Collaboration, 292IceCube Collaboration, 293IceCube Collaboration, 294IceCube Collaboration, 295IceCube Collaboration, 296IceCube Collaboration, 297IceCube Collaboration, 298IceCube Collaboration, 299IceCube Collaboration, 300IceCube Collaboration, 301IceCube Collaboration, 302IceCube Collaboration, 303IceCube Collaboration, 304IceCube Collaboration, 305IceCube Collaboration, 306IceCube Collaboration, 307IceCube Collaboration, 308IceCube Collaboration, 309IceCube Collaboration, 310IceCube Collaboration, 311IceCube Collaboration, 312IceCube Collaboration, 313IceCube Collaboration, 314IceCube Collaboration, 315IceCube Collaboration, 316IceCube Collaboration, 317IceCube Collaboration, 318IceCube Collaboration, 319IceCube Collaboration, 320IceCube Collaboration, 321IceCube Collaboration, 322IceCube Collaboration, 323IceCube Collaboration, 324IceCube Collaboration, 325IceCube Collaboration, 326IceCube Collaboration, 327IceCube Collaboration, 328IceCube Collaboration, 329IceCube Collaboration, 330IceCube Collaboration, 331IceCube Collaboration, 332IceCube Collaboration, 333IceCube Collaboration, 334IceCube Collaboration, 335IceCube Collaboration, 336IceCube Collaboration, 337IceCube Collaboration, 338IceCube Collaboration, 339IceCube Collaboration, 340IceCube Collaboration, 341IceCube Collaboration, 342IceCube Collaboration, 343IceCube Collaboration, 344IceCube Collaboration, 345IceCube Collaboration, 346IceCube Collaboration, 347IceCube Collaboration, 348IceCube Collaboration, 349IceCube Collaboration, 350IceCube Collaboration, 351IceCube Collaboration, 352IceCube Collaboration, 353IceCube Collaboration, 354IceCube Collaboration, 355IceCube Collaboration, 356IceCube Collaboration, 357IceCube Collaboration, 358IceCube Collaboration, 359IceCube Collaboration, 360IceCube Collaboration, 361IceCube Collaboration, 362IceCube Collaboration, 363IceCube Collaboration, 364IceCube Collaboration, 365IceCube Collaboration, 366IceCube Collaboration, 367IceCube Collaboration, 368IceCube Collaboration, 369IceCube Collaboration, 370IceCube Collaboration, 371IceCube Collaboration, 372IceCube Collaboration, 373IceCube Collaboration, 374IceCube Collaboration, 375IceCube Collaboration, 376IceCube Collaboration, 377IceCube Collaboration, 378IceCube Collaboration, 379IceCube Collaboration, 380IceCube Collaboration, 381IceCube Collaboration, 382IceCube Collaboration, 383IceCube Collaboration, 384IceCube Collaboration, 385IceCube Collaboration, 386IceCube Collaboration, 387IceCube Collaboration, 388IceCube Collaboration, 389IceCube Collaboration, 390IceCube Collaboration, 391IceCube Collaboration, 392IceCube Collaboration, 393IceCube Collaboration, 394IceCube Collaboration, 395IceCube Collaboration, 396IceCube Collaboration, 397IceCube Collaboration, 398IceCube Collaboration, 399IceCube Collaboration, 400IceCube Collaboration, 401IceCube Collaboration, 402IceCube Collaboration, 403IceCube Collaboration, 404IceCube Collaboration, 405IceCube Collaboration, 406IceCube Collaboration, 407IceCube Collaboration, 408IceCube Collaboration, 409IceCube Collaboration, 410IceCube Collaboration, 411IceCube Collaboration, 412IceCube Collaboration, 413IceCube Collaboration, 414IceCube Collaboration, 415IceCube Collaboration, 416IceCube Collaboration, 417IceCube Collaboration, 418IceCube Collaboration, 419IceCube Collaboration, 420IceCube Collaboration, 421IceCube Collaboration, 422IceCube Collaboration, 423IceCube Collaboration, 424IceCube Collaboration, 425IceCube Collaboration, 426IceCube Collaboration, 427IceCube Collaboration, 428IceCube Collaboration, 429LIGO Scientific Collaboration and Virgo Collaboration, 430LIGO Scientific Collaboration and Virgo Collaboration, 431LIGO Scientific Collaboration and Virgo Collaboration, 432LIGO Scientific Collaboration and Virgo Collaboration, 433LIGO Scientific Collaboration and Virgo Collaboration, 434LIGO Scientific Collaboration and Virgo Collaboration, 435LIGO Scientific Collaboration and Virgo Collaboration, 436LIGO Scientific Collaboration and Virgo Collaboration, 437LIGO Scientific Collaboration and Virgo Collaboration, 438LIGO Scientific Collaboration and Virgo Collaboration, 439LIGO Scientific Collaboration and Virgo Collaboration, 440LIGO Scientific Collaboration and Virgo Collaboration, 441LIGO Scientific Collaboration and Virgo Collaboration, 442LIGO Scientific Collaboration and Virgo Collaboration, 443LIGO Scientific Collaboration and Virgo Collaboration, 444LIGO Scientific Collaboration and Virgo Collaboration, 445LIGO Scientific Collaboration and Virgo Collaboration, 446LIGO Scientific Collaboration and Virgo Collaboration, 447LIGO Scientific Collaboration and Virgo Collaboration, 448LIGO Scientific Collaboration and Virgo Collaboration, 449LIGO Scientific Collaboration and Virgo Collaboration, 450LIGO Scientific Collaboration and Virgo Collaboration, 451LIGO Scientific Collaboration and Virgo Collaboration, 452LIGO Scientific Collaboration and Virgo Collaboration, 453LIGO Scientific Collaboration and Virgo Collaboration, 454LIGO Scientific Collaboration and Virgo Collaboration, 455LIGO Scientific Collaboration and Virgo Collaboration, 456LIGO Scientific Collaboration and Virgo Collaboration, 457LIGO Scientific Collaboration and Virgo Collaboration, 458LIGO Scientific Collaboration and Virgo Collaboration, 459LIGO Scientific Collaboration and Virgo Collaboration, 460LIGO Scientific Collaboration and Virgo Collaboration, 461LIGO Scientific Collaboration and Virgo Collaboration, 462LIGO Scientific Collaboration and Virgo Collaboration, 463LIGO Scientific Collaboration and Virgo Collaboration, 464LIGO Scientific Collaboration and Virgo Collaboration, 465LIGO Scientific Collaboration and Virgo Collaboration, 466LIGO Scientific Collaboration and Virgo Collaboration, 467LIGO Scientific Collaboration and Virgo Collaboration, 468LIGO Scientific Collaboration and Virgo Collaboration, 469LIGO Scientific Collaboration and Virgo Collaboration, 470LIGO Scientific Collaboration and Virgo Collaboration, 471LIGO Scientific Collaboration and Virgo Collaboration, 472LIGO Scientific Collaboration and Virgo Collaboration, 473LIGO Scientific Collaboration and Virgo Collaboration, 474LIGO Scientific Collaboration and Virgo Collaboration, 475LIGO Scientific Collaboration and Virgo Collaboration, 476LIGO Scientific Collaboration and Virgo Collaboration, 477LIGO Scientific Collaboration and Virgo Collaboration, 478LIGO Scientific Collaboration and Virgo Collaboration, 479LIGO Scientific Collaboration and Virgo Collaboration, 480LIGO Scientific Collaboration and Virgo Collaboration, 481LIGO Scientific Collaboration and Virgo Collaboration, 482LIGO Scientific Collaboration and Virgo Collaboration, 483LIGO Scientific Collaboration and Virgo Collaboration, 484LIGO Scientific Collaboration and Virgo Collaboration, 485LIGO Scientific Collaboration and Virgo Collaboration, 486LIGO Scientific Collaboration and Virgo Collaboration, 487LIGO Scientific Collaboration and Virgo Collaboration, 488LIGO Scientific Collaboration and Virgo Collaboration, 489LIGO Scientific Collaboration and Virgo Collaboration, 490LIGO Scientific Collaboration and Virgo Collaboration, 491LIGO Scientific Collaboration and Virgo Collaboration, 492LIGO Scientific Collaboration and Virgo Collaboration, 493LIGO Scientific Collaboration and Virgo Collaboration, 494LIGO Scientific Collaboration and Virgo Collaboration, 495LIGO Scientific Collaboration and Virgo Collaboration, 496LIGO Scientific Collaboration and Virgo Collaboration, 497LIGO Scientific Collaboration and Virgo Collaboration, 498LIGO Scientific Collaboration and Virgo Collaboration, 499LIGO Scientific Collaboration and Virgo Collaboration, 500LIGO Scientific Collaboration and Virgo Collaboration, 501LIGO Scientific Collaboration and Virgo Collaboration, 502LIGO Scientific Collaboration and Virgo Collaboration, 503LIGO Scientific Collaboration and Virgo Collaboration, 504LIGO Scientific Collaboration and Virgo Collaboration, 505LIGO Scientific Collaboration and Virgo Collaboration, 506LIGO Scientific Collaboration and Virgo Collaboration, 507LIGO Scientific Collaboration and Virgo Collaboration, 508LIGO Scientific Collaboration and Virgo Collaboration, 509LIGO Scientific Collaboration and Virgo Collaboration, 510LIGO Scientific Collaboration and Virgo Collaboration, 511LIGO Scientific Collaboration and Virgo Collaboration, 512LIGO Scientific Collaboration and Virgo Collaboration, 513LIGO Scientific Collaboration and Virgo Collaboration, 514LIGO Scientific Collaboration and Virgo Collaboration, 515LIGO Scientific Collaboration and Virgo Collaboration, 516LIGO Scientific Collaboration and Virgo Collaboration, 517LIGO Scientific Collaboration and Virgo Collaboration, 518LIGO Scientific Collaboration and Virgo Collaboration, 519LIGO Scientific Collaboration and Virgo Collaboration, 520LIGO Scientific Collaboration and Virgo Collaboration, 521LIGO Scientific Collaboration and Virgo Collaboration, 522LIGO Scientific Collaboration and Virgo Collaboration, 523LIGO Scientific Collaboration and Virgo Collaboration, 524LIGO Scientific Collaboration and Virgo Collaboration, 525LIGO Scientific Collaboration and Virgo Collaboration, 526LIGO Scientific Collaboration and Virgo Collaboration, 527LIGO Scientific Collaboration and Virgo Collaboration, 528LIGO Scientific Collaboration and Virgo Collaboration, 529LIGO Scientific Collaboration and Virgo Collaboration, 530LIGO Scientific Collaboration and Virgo Collaboration, 531LIGO Scientific Collaboration and Virgo Collaboration, 532LIGO Scientific Collaboration and Virgo Collaboration, 533LIGO Scientific Collaboration and Virgo Collaboration, 534LIGO Scientific Collaboration and Virgo Collaboration, 535LIGO Scientific Collaboration and Virgo Collaboration, 536LIGO Scientific Collaboration and Virgo Collaboration, 537LIGO Scientific Collaboration and Virgo Collaboration, 538LIGO Scientific Collaboration and Virgo Collaboration, 539LIGO Scientific Collaboration and Virgo Collaboration, 540LIGO Scientific Collaboration and Virgo Collaboration, 541LIGO Scientific Collaboration and Virgo Collaboration, 542LIGO Scientific Collaboration and Virgo Collaboration, 543LIGO Scientific Collaboration and Virgo Collaboration, 544LIGO Scientific Collaboration and Virgo Collaboration, 545LIGO Scientific Collaboration and Virgo Collaboration, 546LIGO Scientific Collaboration and Virgo Collaboration, 547LIGO Scientific Collaboration and Virgo Collaboration, 548LIGO Scientific Collaboration and Virgo Collaboration, 549LIGO Scientific Collaboration and Virgo Collaboration, 550LIGO Scientific Collaboration and Virgo Collaboration, 551LIGO Scientific Collaboration and Virgo Collaboration, 552LIGO Scientific Collaboration and Virgo Collaboration, 553LIGO Scientific Collaboration and Virgo Collaboration, 554LIGO Scientific Collaboration and Virgo Collaboration, 555LIGO Scientific Collaboration and Virgo Collaboration, 556LIGO Scientific Collaboration and Virgo Collaboration, 557LIGO Scientific Collaboration and Virgo Collaboration, 558LIGO Scientific Collaboration and Virgo Collaboration, 559LIGO Scientific Collaboration and Virgo Collaboration, 560LIGO Scientific Collaboration and Virgo Collaboration, 561LIGO Scientific Collaboration and Virgo Collaboration, 562LIGO Scientific Collaboration and Virgo Collaboration, 563LIGO Scientific Collaboration and Virgo Collaboration, 564LIGO Scientific Collaboration and Virgo Collaboration, 565LIGO Scientific Collaboration and Virgo Collaboration, 566LIGO Scientific Collaboration and Virgo Collaboration, 567LIGO Scientific Collaboration and Virgo Collaboration, 568LIGO Scientific Collaboration and Virgo Collaboration, 569LIGO Scientific Collaboration and Virgo Collaboration, 570LIGO Scientific Collaboration and Virgo Collaboration, 571LIGO Scientific Collaboration and Virgo Collaboration, 572LIGO Scientific Collaboration and Virgo Collaboration, 573LIGO Scientific Collaboration and Virgo Collaboration, 574LIGO Scientific Collaboration and Virgo Collaboration, 575LIGO Scientific Collaboration and Virgo Collaboration, 576LIGO Scientific Collaboration and Virgo Collaboration, 577LIGO Scientific Collaboration and Virgo Collaboration, 578LIGO Scientific Collaboration and Virgo Collaboration, 579LIGO Scientific Collaboration and Virgo Collaboration, 580LIGO Scientific Collaboration and Virgo Collaboration, 581LIGO Scientific Collaboration and Virgo Collaboration, 582LIGO Scientific Collaboration and Virgo Collaboration, 583LIGO Scientific Collaboration and Virgo Collaboration, 584LIGO Scientific Collaboration and Virgo Collaboration, 585LIGO Scientific Collaboration and Virgo Collaboration, 586LIGO Scientific Collaboration and Virgo Collaboration, 587LIGO Scientific Collaboration and Virgo Collaboration, 588LIGO Scientific Collaboration and Virgo Collaboration, 589LIGO Scientific Collaboration and Virgo Collaboration, 590LIGO Scientific Collaboration and Virgo Collaboration, 591LIGO Scientific Collaboration and Virgo Collaboration, 592LIGO Scientific Collaboration and Virgo Collaboration, 593LIGO Scientific Collaboration and Virgo Collaboration, 594LIGO Scientific Collaboration and Virgo Collaboration, 595LIGO Scientific Collaboration and Virgo Collaboration, 596LIGO Scientific Collaboration and Virgo Collaboration, 597LIGO Scientific Collaboration and Virgo Collaboration, 598LIGO Scientific Collaboration and Virgo Collaboration, 599LIGO Scientific Collaboration and Virgo Collaboration, 600LIGO Scientific Collaboration and Virgo Collaboration, 601LIGO Scientific Collaboration and Virgo Collaboration, 602LIGO Scientific Collaboration and Virgo Collaboration, 603LIGO Scientific Collaboration and Virgo Collaboration, 604LIGO Scientific Collaboration and Virgo Collaboration, 605LIGO Scientific Collaboration and Virgo Collaboration, 606LIGO Scientific Collaboration and Virgo Collaboration, 607LIGO Scientific Collaboration and Virgo Collaboration, 608LIGO Scientific Collaboration and Virgo Collaboration, 609LIGO Scientific Collaboration and Virgo Collaboration, 610LIGO Scientific Collaboration and Virgo Collaboration, 611LIGO Scientific Collaboration and Virgo Collaboration, 612LIGO Scientific Collaboration and Virgo Collaboration, 613LIGO Scientific Collaboration and Virgo Collaboration, 614LIGO Scientific Collaboration and Virgo Collaboration, 615LIGO Scientific Collaboration and Virgo Collaboration, 616LIGO Scientific Collaboration and Virgo Collaboration, 617LIGO Scientific Collaboration and Virgo Collaboration, 618LIGO Scientific Collaboration and Virgo Collaboration, 619LIGO Scientific Collaboration and Virgo Collaboration, 620LIGO Scientific Collaboration and Virgo Collaboration, 621LIGO Scientific Collaboration and Virgo Collaboration, 622LIGO Scientific Collaboration and Virgo Collaboration, 623LIGO Scientific Collaboration and Virgo Collaboration, 624LIGO Scientific Collaboration and Virgo Collaboration, 625LIGO Scientific Collaboration and Virgo Collaboration, 626LIGO Scientific Collaboration and Virgo Collaboration, 627LIGO Scientific Collaboration and Virgo Collaboration, 628LIGO Scientific Collaboration and Virgo Collaboration, 629LIGO Scientific Collaboration and Virgo Collaboration, 630LIGO Scientific Collaboration and Virgo Collaboration, 631LIGO Scientific Collaboration and Virgo Collaboration, 632LIGO Scientific Collaboration and Virgo Collaboration, 633LIGO Scientific Collaboration and Virgo Collaboration, 634LIGO Scientific Collaboration and Virgo Collaboration, 635LIGO Scientific Collaboration and Virgo Collaboration, 636LIGO Scientific Collaboration and Virgo Collaboration, 637LIGO Scientific Collaboration and Virgo Collaboration, 638LIGO Scientific Collaboration and Virgo Collaboration, 639LIGO Scientific Collaboration and Virgo Collaboration, 640LIGO Scientific Collaboration and Virgo Collaboration, 641LIGO Scientific Collaboration and Virgo Collaboration, 642LIGO Scientific Collaboration and Virgo Collaboration, 643LIGO Scientific Collaboration and Virgo Collaboration, 644LIGO Scientific Collaboration and Virgo Collaboration, 645LIGO Scientific Collaboration and Virgo Collaboration, 646LIGO Scientific Collaboration and Virgo Collaboration, 647LIGO Scientific Collaboration and Virgo Collaboration, 648LIGO Scientific Collaboration and Virgo Collaboration, 649LIGO Scientific Collaboration and Virgo Collaboration, 650LIGO Scientific Collaboration and Virgo Collaboration, 651LIGO Scientific Collaboration and Virgo Collaboration, 652LIGO Scientific Collaboration and Virgo Collaboration, 653LIGO Scientific Collaboration and Virgo Collaboration, 654LIGO Scientific Collaboration and Virgo Collaboration, 655LIGO Scientific Collaboration and Virgo Collaboration, 656LIGO Scientific Collaboration and Virgo Collaboration, 657LIGO Scientific Collaboration and Virgo Collaboration, 658LIGO Scientific Collaboration and Virgo Collaboration, 659LIGO Scientific Collaboration and Virgo Collaboration, 660LIGO Scientific Collaboration and Virgo Collaboration, 661LIGO Scientific Collaboration and Virgo Collaboration, 662LIGO Scientific Collaboration and Virgo Collaboration, 663LIGO Scientific Collaboration and Virgo Collaboration, 664LIGO Scientific Collaboration and Virgo Collaboration, 665LIGO Scientific Collaboration and Virgo Collaboration, 666LIGO Scientific Collaboration and Virgo Collaboration, 667LIGO Scientific Collaboration and Virgo Collaboration, 668LIGO Scientific Collaboration and Virgo Collaboration, 669LIGO Scientific Collaboration and Virgo Collaboration, 670LIGO Scientific Collaboration and Virgo Collaboration, 671LIGO Scientific Collaboration and Virgo Collaboration, 672LIGO Scientific Collaboration and Virgo Collaboration, 673LIGO Scientific Collaboration and Virgo Collaboration, 674LIGO Scientific Collaboration and Virgo Collaboration, 675LIGO Scientific Collaboration and Virgo Collaboration, 676LIGO Scientific Collaboration and Virgo Collaboration, 677LIGO Scientific Collaboration and Virgo Collaboration, 678LIGO Scientific Collaboration and Virgo Collaboration, 679LIGO Scientific Collaboration and Virgo Collaboration, 680LIGO Scientific Collaboration and Virgo Collaboration, 681LIGO Scientific Collaboration and Virgo Collaboration, 682LIGO Scientific Collaboration and Virgo Collaboration, 683LIGO Scientific Collaboration and Virgo Collaboration, 684LIGO Scientific Collaboration and Virgo Collaboration, 685LIGO Scientific Collaboration and Virgo Collaboration, 686LIGO Scientific Collaboration and Virgo Collaboration, 687LIGO Scientific Collaboration and Virgo Collaboration, 688LIGO Scientific Collaboration and Virgo Collaboration, 689LIGO Scientific Collaboration and Virgo Collaboration, 690LIGO Scientific Collaboration and Virgo Collaboration, 691LIGO Scientific Collaboration and Virgo Collaboration, 692LIGO Scientific Collaboration and Virgo Collaboration, 693LIGO Scientific Collaboration and Virgo Collaboration, 694LIGO Scientific Collaboration and Virgo Collaboration, 695LIGO Scientific Collaboration and Virgo Collaboration, 696LIGO Scientific Collaboration and Virgo Collaboration, 697LIGO Scientific Collaboration and Virgo Collaboration, 698LIGO Scientific Collaboration and Virgo Collaboration, 699LIGO Scientific Collaboration and Virgo Collaboration, 700LIGO Scientific Collaboration and Virgo Collaboration, 701LIGO Scientific Collaboration and Virgo Collaboration, 702LIGO Scientific Collaboration and Virgo Collaboration, 703LIGO Scientific Collaboration and Virgo Collaboration, 704LIGO Scientific Collaboration and Virgo Collaboration, 705LIGO Scientific Collaboration and Virgo Collaboration, 706LIGO Scientific Collaboration and Virgo Collaboration, 707LIGO Scientific Collaboration and Virgo Collaboration, 708LIGO Scientific Collaboration and Virgo Collaboration, 709LIGO Scientific Collaboration and Virgo Collaboration, 710LIGO Scientific Collaboration and Virgo Collaboration, 711LIGO Scientific Collaboration and Virgo Collaboration, 712LIGO Scientific Collaboration and Virgo Collaboration, 713LIGO Scientific Collaboration and Virgo Collaboration, 714LIGO Scientific Collaboration and Virgo Collaboration, 715LIGO Scientific Collaboration and Virgo Collaboration, 716LIGO Scientific Collaboration and Virgo Collaboration, 717LIGO Scientific Collaboration and Virgo Collaboration, 718LIGO Scientific Collaboration and Virgo Collaboration, 719LIGO Scientific Collaboration and Virgo Collaboration, 720LIGO Scientific Collaboration and Virgo Collaboration, 721LIGO Scientific Collaboration and Virgo Collaboration, 722LIGO Scientific Collaboration and Virgo Collaboration, 723LIGO Scientific Collaboration and Virgo Collaboration, 724LIGO Scientific Collaboration and Virgo Collaboration, 725LIGO Scientific Collaboration and Virgo Collaboration, 726LIGO Scientific Collaboration and Virgo Collaboration, 727LIGO Scientific Collaboration and Virgo Collaboration, 728LIGO Scientific Collaboration and Virgo Collaboration, 729LIGO Scientific Collaboration and Virgo Collaboration, 730LIGO Scientific Collaboration and Virgo Collaboration, 731LIGO Scientific Collaboration and Virgo Collaboration, 732LIGO Scientific Collaboration and Virgo Collaboration, 733LIGO Scientific Collaboration and Virgo Collaboration, 734LIGO Scientific Collaboration and Virgo Collaboration, 735LIGO Scientific Collaboration and Virgo Collaboration, 736LIGO Scientific Collaboration and Virgo Collaboration, 737LIGO Scientific Collaboration and Virgo Collaboration, 738LIGO Scientific Collaboration and Virgo Collaboration, 739LIGO Scientific Collaboration and Virgo Collaboration, 740LIGO Scientific Collaboration and Virgo Collaboration, 741LIGO Scientific Collaboration and Virgo Collaboration, 742LIGO Scientific Collaboration and Virgo Collaboration, 743LIGO Scientific Collaboration and Virgo Collaboration, 744LIGO Scientific Collaboration and Virgo Collaboration, 745LIGO Scientific Collaboration and Virgo Collaboration, 746LIGO Scientific Collaboration and Virgo Collaboration, 747LIGO Scientific Collaboration and Virgo Collaboration, 748LIGO Scientific Collaboration and Virgo Collaboration, 749LIGO Scientific Collaboration and Virgo Collaboration, 750LIGO Scientific Collaboration and Virgo Collaboration, 751LIGO Scientific Collaboration and Virgo Collaboration, 752LIGO Scientific Collaboration and Virgo Collaboration, 753LIGO Scientific Collaboration and Virgo Collaboration, 754LIGO Scientific Collaboration and Virgo Collaboration, 755LIGO Scientific Collaboration and Virgo Collaboration, 756LIGO Scientific Collaboration and Virgo Collaboration, 757LIGO Scientific Collaboration and Virgo Collaboration, 758LIGO Scientific Collaboration and Virgo Collaboration, 759LIGO Scientific Collaboration and Virgo Collaboration, 760LIGO Scientific Collaboration and Virgo Collaboration, 761LIGO Scientific Collaboration and Virgo Collaboration, 762LIGO Scientific Collaboration and Virgo Collaboration, 763LIGO Scientific Collaboration and Virgo Collaboration, 764LIGO Scientific Collaboration and Virgo Collaboration, 765LIGO Scientific Collaboration and Virgo Collaboration, 766LIGO Scientific Collaboration and Virgo Collaboration, 767LIGO Scientific Collaboration and Virgo Collaboration, 768LIGO Scientific Collaboration and Virgo Collaboration, 769LIGO Scientific Collaboration and Virgo Collaboration, 770LIGO Scientific Collaboration and Virgo Collaboration, 771LIGO Scientific Collaboration and Virgo Collaboration, 772LIGO Scientific Collaboration and Virgo Collaboration, 773LIGO Scientific Collaboration and Virgo Collaboration, 774LIGO Scientific Collaboration and Virgo Collaboration, 775LIGO Scientific Collaboration and Virgo Collaboration, 776LIGO Scientific Collaboration and Virgo Collaboration, 777LIGO Scientific Collaboration and Virgo Collaboration, 778LIGO Scientific Collaboration and Virgo Collaboration, 779LIGO Scientific Collaboration and Virgo Collaboration, 780LIGO Scientific Collaboration and Virgo Collaboration, 781LIGO Scientific Collaboration and Virgo Collaboration, 782LIGO Scientific Collaboration and Virgo Collaboration, 783LIGO Scientific Collaboration and Virgo Collaboration, 784LIGO Scientific Collaboration and Virgo Collaboration, 785LIGO Scientific Collaboration and Virgo Collaboration, 786LIGO Scientific Collaboration and Virgo Collaboration, 787LIGO Scientific Collaboration and Virgo Collaboration, 788LIGO Scientific Collaboration and Virgo Collaboration, 789LIGO Scientific Collaboration and Virgo Collaboration, 790LIGO Scientific Collaboration and Virgo Collaboration, 791LIGO Scientific Collaboration and Virgo Collaboration, 792LIGO Scientific Collaboration and Virgo Collaboration, 793LIGO Scientific Collaboration and Virgo Collaboration, 794LIGO Scientific Collaboration and Virgo Collaboration, 795LIGO Scientific Collaboration and Virgo Collaboration, 796LIGO Scientific Collaboration and Virgo Collaboration, 797LIGO Scientific Collaboration and Virgo Collaboration, 798LIGO Scientific Collaboration and Virgo Collaboration, 799LIGO Scientific Collaboration and Virgo Collaboration, 800LIGO Scientific Collaboration and Virgo Collaboration, 801LIGO Scientific Collaboration and Virgo Collaboration, 802LIGO Scientific Collaboration and Virgo Collaboration, 803LIGO Scientific Collaboration and Virgo Collaboration, 804LIGO Scientific Collaboration and Virgo Collaboration, 805LIGO Scientific Collaboration and Virgo Collaboration, 806LIGO Scientific Collaboration and Virgo Collaboration, 807LIGO Scientific Collaboration and Virgo Collaboration, 808LIGO Scientific Collaboration and Virgo Collaboration, 809LIGO Scientific Collaboration and Virgo Collaboration, 810LIGO Scientific Collaboration and Virgo Collaboration, 811LIGO Scientific Collaboration and Virgo Collaboration, 812LIGO Scientific Collaboration and Virgo Collaboration, 813LIGO Scientific Collaboration and Virgo Collaboration, 814LIGO Scientific Collaboration and Virgo Collaboration, 815LIGO Scientific Collaboration and Virgo Collaboration, 816LIGO Scientific Collaboration and Virgo Collaboration, 817LIGO Scientific Collaboration and Virgo Collaboration, 818LIGO Scientific Collaboration and Virgo Collaboration, 819LIGO Scientific Collaboration and Virgo Collaboration, 820LIGO Scientific Collaboration and Virgo Collaboration, 821LIGO Scientific Collaboration and Virgo Collaboration, 822LIGO Scientific Collaboration and Virgo Collaboration, 823LIGO Scientific Collaboration and Virgo Collaboration, 824LIGO Scientific Collaboration and Virgo Collaboration, 825LIGO Scientific Collaboration and Virgo Collaboration, 826LIGO Scientific Collaboration and Virgo Collaboration, 827LIGO Scientific Collaboration and Virgo Collaboration, 828LIGO Scientific Collaboration and Virgo Collaboration, 829LIGO Scientific Collaboration and Virgo Collaboration, 830LIGO Scientific Collaboration and Virgo Collaboration, 831LIGO Scientific Collaboration and Virgo Collaboration, 832LIGO Scientific Collaboration and Virgo Collaboration, 833LIGO Scientific Collaboration and Virgo Collaboration, 834LIGO Scientific Collaboration and Virgo Collaboration, 835LIGO Scientific Collaboration and Virgo Collaboration, 836LIGO Scientific Collaboration and Virgo Collaboration, 837LIGO Scientific Collaboration and Virgo Collaboration, 838LIGO Scientific Collaboration and Virgo Collaboration, 839LIGO Scientific Collaboration and Virgo Collaboration, 840LIGO Scientific Collaboration and Virgo Collaboration, 841LIGO Scientific Collaboration and Virgo Collaboration, 842LIGO Scientific Collaboration and Virgo Collaboration, 843LIGO Scientific Collaboration and Virgo Collaboration, 844LIGO Scientific Collaboration and Virgo Collaboration, 845LIGO Scientific Collaboration and Virgo Collaboration, 846LIGO Scientific Collaboration and Virgo Collaboration, 847LIGO Scientific Collaboration and Virgo Collaboration, 848LIGO Scientific Collaboration and Virgo Collaboration, 849LIGO Scientific Collaboration and Virgo Collaboration, 850LIGO Scientific Collaboration and Virgo Collaboration, 851LIGO Scientific Collaboration and Virgo Collaboration, 852LIGO Scientific Collaboration and Virgo Collaboration, 853LIGO Scientific Collaboration and Virgo Collaboration, 854LIGO Scientific Collaboration and Virgo Collaboration, 855LIGO Scientific Collaboration and Virgo Collaboration, 856LIGO Scientific Collaboration and Virgo Collaboration, 857LIGO Scientific Collaboration and Virgo Collaboration, 858LIGO Scientific Collaboration and Virgo Collaboration, 859LIGO Scientific Collaboration and Virgo Collaboration, 860LIGO Scientific Collaboration and Virgo Collaboration, 861LIGO Scientific Collaboration and Virgo Collaboration, 862LIGO Scientific Collaboration and Virgo Collaboration, 863LIGO Scientific Collaboration and Virgo Collaboration, 864LIGO Scientific Collaboration and Virgo Collaboration, 865LIGO Scientific Collaboration and Virgo Collaboration, 866LIGO Scientific Collaboration and Virgo Collaboration, 867LIGO Scientific Collaboration and Virgo Collaboration, 868LIGO Scientific Collaboration and Virgo Collaboration, 869LIGO Scientific Collaboration and Virgo Collaboration, 870LIGO Scientific Collaboration and Virgo Collaboration, 871LIGO Scientific Collaboration and Virgo Collaboration, 872LIGO Scientific Collaboration and Virgo Collaboration, 873LIGO Scientific Collaboration and Virgo Collaboration, 874LIGO Scientific Collaboration and Virgo Collaboration, 875LIGO Scientific Collaboration and Virgo Collaboration, 876LIGO Scientific Collaboration and Virgo Collaboration, 877LIGO Scientific Collaboration and Virgo Collaboration, 878LIGO Scientific Collaboration and Virgo Collaboration, 879LIGO Scientific Collaboration and Virgo Collaboration, 880LIGO Scientific Collaboration and Virgo Collaboration, 881LIGO Scientific Collaboration and Virgo Collaboration, 882LIGO Scientific Collaboration and Virgo Collaboration, 883LIGO Scientific Collaboration and Virgo Collaboration, 884LIGO Scientific Collaboration and Virgo Collaboration, 885LIGO Scientific Collaboration and Virgo Collaboration, 886LIGO Scientific Collaboration and Virgo Collaboration, 887LIGO Scientific Collaboration and Virgo Collaboration, 888LIGO Scientific Collaboration and Virgo Collaboration, 889LIGO Scientific Collaboration and Virgo Collaboration, 890LIGO Scientific Collaboration and Virgo Collaboration, 891LIGO Scientific Collaboration and Virgo Collaboration, 892LIGO Scientific Collaboration and Virgo Collaboration, 893LIGO Scientific Collaboration and Virgo Collaboration, 894LIGO Scientific Collaboration and Virgo Collaboration, 895LIGO Scientific Collaboration and Virgo Collaboration, 896LIGO Scientific Collaboration and Virgo Collaboration, 897LIGO Scientific Collaboration and Virgo Collaboration, 898LIGO Scientific Collaboration and Virgo Collaboration, 899LIGO Scientific Collaboration and Virgo Collaboration, 900LIGO Scientific Collaboration and Virgo Collaboration, 901LIGO Scientific Collaboration and Virgo Collaboration, 902LIGO Scientific Collaboration and Virgo Collaboration, 903LIGO Scientific Collaboration and Virgo Collaboration, 904LIGO Scientific Collaboration and Virgo Collaboration, 905LIGO Scientific Collaboration and Virgo Collaboration, 906LIGO Scientific Collaboration and Virgo Collaboration, 907LIGO Scientific Collaboration and Virgo Collaboration, 908LIGO Scientific Collaboration and Virgo Collaboration, 909LIGO Scientific Collaboration and Virgo Collaboration, 910LIGO Scientific Collaboration and Virgo Collaboration, 911LIGO Scientific Collaboration and Virgo Collaboration, 912LIGO Scientific Collaboration and Virgo Collaboration, 913LIGO Scientific Collaboration and Virgo Collaboration, 914LIGO Scientific Collaboration and Virgo Collaboration, 915LIGO Scientific Collaboration and Virgo Collaboration, 916LIGO Scientific Collaboration and Virgo Collaboration, 917LIGO Scientific Collaboration and Virgo Collaboration, 918LIGO Scientific Collaboration and Virgo Collaboration, 919LIGO Scientific Collaboration and Virgo Collaboration, 920LIGO Scientific Collaboration and Virgo Collaboration, 921LIGO Scientific Collaboration and Virgo Collaboration, 922LIGO Scientific Collaboration and Virgo Collaboration, 923LIGO Scientific Collaboration and Virgo Collaboration, 924LIGO Scientific Collaboration and Virgo Collaboration, 925LIGO Scientific Collaboration and Virgo Collaboration, 926LIGO Scientific Collaboration and Virgo Collaboration, 927LIGO Scientific Collaboration and Virgo Collaboration, 928LIGO Scientific Collaboration and Virgo Collaboration, 929LIGO Scientific Collaboration and Virgo Collaboration, 930LIGO Scientific Collaboration and Virgo Collaboration, 931LIGO Scientific Collaboration and Virgo Collaboration, 932LIGO Scientific Collaboration and Virgo Collaboration, 933LIGO Scientific Collaboration and Virgo Collaboration, 934LIGO Scientific Collaboration and Virgo Collaboration, 935LIGO Scientific Collaboration and Virgo Collaboration, 936LIGO Scientific Collaboration and Virgo Collaboration, 937LIGO Scientific Collaboration and Virgo Collaboration, 938LIGO Scientific Collaboration and Virgo Collaboration, 939LIGO Scientific Collaboration and Virgo Collaboration, 940LIGO Scientific Collaboration and Virgo Collaboration, 941LIGO Scientific Collaboration and Virgo Collaboration, 942LIGO Scientific Collaboration and Virgo Collaboration, 943LIGO Scientific Collaboration and Virgo Collaboration, 944LIGO Scientific Collaboration and Virgo Collaboration, 945LIGO Scientific Collaboration and Virgo Collaboration, 946LIGO Scientific Collaboration and Virgo Collaboration, 947LIGO Scientific Collaboration and Virgo Collaboration, 948LIGO Scientific Collaboration and Virgo Collaboration, 949LIGO Scientific Collaboration and Virgo Collaboration, 950LIGO Scientific Collaboration and Virgo Collaboration, 951LIGO Scientific Collaboration and Virgo Collaboration, 952LIGO Scientific Collaboration and Virgo Collaboration, 953LIGO Scientific Collaboration and Virgo Collaboration, 954LIGO Scientific Collaboration and Virgo Collaboration, 955LIGO Scientific Collaboration and Virgo Collaboration, 956LIGO Scientific Collaboration and Virgo Collaboration, 957LIGO Scientific Collaboration and Virgo Collaboration, 958LIGO Scientific Collaboration and Virgo Collaboration, 959LIGO Scientific Collaboration and Virgo Collaboration, 960LIGO Scientific Collaboration and Virgo Collaboration, 961LIGO Scientific Collaboration and Virgo Collaboration, 962LIGO Scientific Collaboration and Virgo Collaboration, 963LIGO Scientific Collaboration and Virgo Collaboration, 964LIGO Scientific Collaboration and Virgo Collaboration, 965LIGO Scientific Collaboration and Virgo Collaboration, 966LIGO Scientific Collaboration and Virgo Collaboration, 967LIGO Scientific Collaboration and Virgo Collaboration, 968LIGO Scientific Collaboration and Virgo Collaboration, 969LIGO Scientific Collaboration and Virgo Collaboration, 970LIGO Scientific Collaboration and Virgo Collaboration, 971LIGO Scientific Collaboration and Virgo Collaboration, 972LIGO Scientific Collaboration and Virgo Collaboration, 973LIGO Scientific Collaboration and Virgo Collaboration, 974LIGO Scientific Collaboration and Virgo Collaboration, 975LIGO Scientific Collaboration and Virgo Collaboration, 976LIGO Scientific Collaboration and Virgo Collaboration, 977LIGO Scientific Collaboration and Virgo Collaboration, 978LIGO Scientific Collaboration and Virgo Collaboration, 979LIGO Scientific Collaboration and Virgo Collaboration, 980LIGO Scientific Collaboration and Virgo Collaboration, 981LIGO Scientific Collaboration and Virgo Collaboration, 982LIGO Scientific Collaboration and Virgo Collaboration, 983LIGO Scientific Collaboration and Virgo Collaboration, 984LIGO Scientific Collaboration and Virgo Collaboration, 985LIGO Scientific Collaboration and Virgo Collaboration, 986LIGO Scientific Collaboration and Virgo Collaboration, 987LIGO Scientific Collaboration and Virgo Collaboration, 988LIGO Scientific Collaboration and Virgo Collaboration, 989LIGO Scientific Collaboration and Virgo Collaboration, 990LIGO Scientific Collaboration and Virgo Collaboration, 991LIGO Scientific Collaboration and Virgo Collaboration, 992LIGO Scientific Collaboration and Virgo Collaboration, 993LIGO Scientific Collaboration and Virgo Collaboration, 994LIGO Scientific Collaboration and Virgo Collaboration, 995LIGO Scientific Collaboration and Virgo Collaboration, 996LIGO Scientific Collaboration and Virgo Collaboration, 997LIGO Scientific Collaboration and Virgo Collaboration, 998LIGO Scientific Collaboration and Virgo Collaboration, 999LIGO Scientific Collaboration and Virgo Collaboration, 1000LIGO Scientific Collaboration and Virgo Collaboration, 1001LIGO Scientific Collaboration and Virgo Collaboration, 1002LIGO Scientific Collaboration and Virgo Collaboration, 1003LIGO Scientific Collaboration and Virgo Collaboration, 1004LIGO Scientific Collaboration and Virgo Collaboration, 1005LIGO Scientific Collaboration and Virgo Collaboration, 1006LIGO Scientific Collaboration and Virgo Collaboration, 1007LIGO Scientific Collaboration and Virgo Collaboration, 1008LIGO Scientific Collaboration and Virgo Collaboration, 1009LIGO Scientific Collaboration and Virgo Collaboration, 1010LIGO Scientific Collaboration and Virgo Collaboration, 1011LIGO Scientific Collaboration and Virgo Collaboration, 1012LIGO Scientific Collaboration and Virgo Collaboration, 1013LIGO Scientific Collaboration and Virgo Collaboration, 1014LIGO Scientific Collaboration and Virgo Collaboration, 1015LIGO Scientific Collaboration and Virgo Collaboration, 1016LIGO Scientific Collaboration and Virgo Collaboration, 1017LIGO Scientific Collaboration and Virgo Collaboration, 1018LIGO Scientific Collaboration and Virgo Collaboration, 1019LIGO Scientific Collaboration and Virgo Collaboration, 1020LIGO Scientific Collaboration and Virgo Collaboration, 1021LIGO Scientific Collaboration and Virgo Collaboration, 1022LIGO Scientific Collaboration and Virgo Collaboration, 1023LIGO Scientific Collaboration and Virgo Collaboration, 1024LIGO Scientific Collaboration and Virgo Collaboration, 1025LIGO Scientific Collaboration and Virgo Collaboration, 1026LIGO Scientific Collaboration and Virgo Collaboration, 1027LIGO Scientific Collaboration and Virgo Collaboration, 1028LIGO Scientific Collaboration and Virgo Collaboration, 1029LIGO Scientific Collaboration and Virgo Collaboration, 1030LIGO Scientific Collaboration and Virgo Collaboration, 1031LIGO Scientific Collaboration and Virgo Collaboration, 1032LIGO Scientific Collaboration and Virgo Collaboration, 1033LIGO Scientific Collaboration and Virgo Collaboration, 1034LIGO Scientific Collaboration and Virgo Collaboration, 1035LIGO Scientific Collaboration and Virgo Collaboration, 1036LIGO Scientific Collaboration and Virgo Collaboration, 1037LIGO Scientific Collaboration and Virgo Collaboration, 1038LIGO Scientific Collaboration and Virgo Collaboration, 1039LIGO Scientific Collaboration and Virgo Collaboration, 1040LIGO Scientific Collaboration and Virgo Collaboration, 1041LIGO Scientific Collaboration and Virgo Collaboration, 1042LIGO Scientific Collaboration and Virgo Collaboration, 1043LIGO Scientific Collaboration and Virgo Collaboration, 1044LIGO Scientific Collaboration and Virgo 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Virgo Collaboration, 1062LIGO Scientific Collaboration and Virgo Collaboration, 1063LIGO Scientific Collaboration and Virgo Collaboration, 1064LIGO Scientific Collaboration and Virgo Collaboration, 1065LIGO Scientific Collaboration and Virgo Collaboration, 1066LIGO Scientific Collaboration and Virgo Collaboration, 1067LIGO Scientific Collaboration and Virgo Collaboration, 1068LIGO Scientific Collaboration and Virgo Collaboration, 1069LIGO Scientific Collaboration and Virgo Collaboration, 1070LIGO Scientific Collaboration and Virgo Collaboration, 1071LIGO Scientific Collaboration and Virgo Collaboration, 1072LIGO Scientific Collaboration and Virgo Collaboration, 1073LIGO Scientific Collaboration and Virgo Collaboration, 1074LIGO Scientific Collaboration and Virgo Collaboration, 1075LIGO Scientific Collaboration and Virgo Collaboration, 1076LIGO Scientific Collaboration and Virgo Collaboration, 1077LIGO Scientific Collaboration and Virgo Collaboration, 1078LIGO Scientific Collaboration and Virgo Collaboration, 1079LIGO Scientific Collaboration and Virgo Collaboration, 1080LIGO Scientific Collaboration and Virgo Collaboration, 1081LIGO Scientific Collaboration and Virgo Collaboration, 1082LIGO Scientific Collaboration and Virgo Collaboration, 1083LIGO Scientific Collaboration and Virgo Collaboration, 1084LIGO Scientific Collaboration and Virgo Collaboration, 1085LIGO Scientific Collaboration and Virgo Collaboration, 1086LIGO Scientific Collaboration and Virgo Collaboration, 1087LIGO Scientific Collaboration and Virgo Collaboration, 1088LIGO Scientific Collaboration and Virgo Collaboration, 1089LIGO Scientific Collaboration and Virgo Collaboration, 1090LIGO Scientific Collaboration and Virgo Collaboration, 1091LIGO Scientific Collaboration and Virgo Collaboration, 1092LIGO Scientific Collaboration and Virgo Collaboration, 1093LIGO Scientific Collaboration and Virgo Collaboration, 1094LIGO Scientific Collaboration and Virgo Collaboration, 1095LIGO Scientific Collaboration and Virgo Collaboration, 1096LIGO Scientific Collaboration and Virgo Collaboration, 1097LIGO Scientific Collaboration and Virgo Collaboration, 1098LIGO Scientific Collaboration and Virgo Collaboration, 1099LIGO Scientific Collaboration and Virgo Collaboration, 1100LIGO Scientific Collaboration and Virgo Collaboration, 1101LIGO Scientific Collaboration and Virgo Collaboration, 1102LIGO Scientific Collaboration and Virgo Collaboration, 1103LIGO Scientific Collaboration and Virgo Collaboration, 1104LIGO Scientific Collaboration and Virgo Collaboration, 1105LIGO Scientific Collaboration and Virgo Collaboration, 1106LIGO Scientific Collaboration and Virgo Collaboration, 1107LIGO Scientific Collaboration and Virgo Collaboration, 1108LIGO Scientific Collaboration and Virgo Collaboration, 1109LIGO Scientific Collaboration and Virgo Collaboration, 1110LIGO Scientific Collaboration and Virgo Collaboration, 1111LIGO Scientific Collaboration and Virgo Collaboration, 1112LIGO Scientific Collaboration and Virgo Collaboration, 1113LIGO Scientific Collaboration and Virgo Collaboration, 1114LIGO Scientific Collaboration and Virgo Collaboration, 1115LIGO Scientific Collaboration and Virgo Collaboration, 1116LIGO Scientific Collaboration and Virgo Collaboration, 1117LIGO Scientific Collaboration and Virgo Collaboration, 1118LIGO Scientific Collaboration and Virgo Collaboration, 1119LIGO Scientific Collaboration and Virgo Collaboration, 1120LIGO Scientific Collaboration and Virgo Collaboration, 1121LIGO Scientific Collaboration and Virgo Collaboration, 1122LIGO Scientific Collaboration and Virgo Collaboration, 1123LIGO Scientific Collaboration and Virgo Collaboration, 1124LIGO Scientific Collaboration and Virgo Collaboration, 1125LIGO Scientific Collaboration and Virgo Collaboration, 1126LIGO Scientific Collaboration and Virgo Collaboration, 1127LIGO Scientific Collaboration and Virgo Collaboration, 1128LIGO Scientific Collaboration and Virgo Collaboration, 1129LIGO Scientific Collaboration and Virgo Collaboration, 1130LIGO Scientific Collaboration and Virgo Collaboration, 1131LIGO Scientific Collaboration and Virgo Collaboration, 1132LIGO Scientific Collaboration and Virgo Collaboration, 1133LIGO Scientific Collaboration and Virgo Collaboration, 1134LIGO Scientific Collaboration and Virgo Collaboration, 1135LIGO Scientific Collaboration and Virgo Collaboration, 1136LIGO Scientific Collaboration and Virgo Collaboration, 1137LIGO Scientific Collaboration and Virgo Collaboration, 1138LIGO Scientific Collaboration and Virgo Collaboration, 1139LIGO Scientific Collaboration and Virgo Collaboration, 1140LIGO Scientific Collaboration and Virgo Collaboration, 1141LIGO Scientific Collaboration and Virgo Collaboration, 1142LIGO Scientific Collaboration and Virgo Collaboration, 1143LIGO Scientific Collaboration and Virgo Collaboration, 1144LIGO Scientific Collaboration and Virgo Collaboration, 1145LIGO Scientific Collaboration and Virgo 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Virgo Collaboration, 1163LIGO Scientific Collaboration and Virgo Collaboration, 1164LIGO Scientific Collaboration and Virgo Collaboration, 1165LIGO Scientific Collaboration and Virgo Collaboration, 1166LIGO Scientific Collaboration and Virgo Collaboration, 1167LIGO Scientific Collaboration and Virgo Collaboration, 1168LIGO Scientific Collaboration and Virgo Collaboration, 1169LIGO Scientific Collaboration and Virgo Collaboration, 1170LIGO Scientific Collaboration and Virgo Collaboration, 1171LIGO Scientific Collaboration and Virgo Collaboration, 1172LIGO Scientific Collaboration and Virgo Collaboration, 1173LIGO Scientific Collaboration and Virgo Collaboration, 1174LIGO Scientific Collaboration and Virgo Collaboration, 1175LIGO Scientific Collaboration and Virgo Collaboration, 1176LIGO Scientific Collaboration and Virgo Collaboration, 1177LIGO Scientific Collaboration and Virgo Collaboration, 1178LIGO Scientific Collaboration and Virgo Collaboration, 1179LIGO Scientific Collaboration and Virgo Collaboration, 1180LIGO Scientific Collaboration and Virgo Collaboration, 1181LIGO Scientific Collaboration and Virgo Collaboration, 1182LIGO Scientific Collaboration and Virgo Collaboration, 1183LIGO Scientific Collaboration and Virgo Collaboration, 1184LIGO Scientific Collaboration and Virgo Collaboration, 1185LIGO Scientific Collaboration and Virgo Collaboration, 1186LIGO Scientific Collaboration and Virgo Collaboration, 1187LIGO Scientific Collaboration and Virgo Collaboration, 1188LIGO Scientific Collaboration and Virgo Collaboration, 1189LIGO Scientific Collaboration and Virgo Collaboration, 1190LIGO Scientific Collaboration and Virgo Collaboration, 1191LIGO Scientific Collaboration and Virgo Collaboration, 1192LIGO Scientific Collaboration and Virgo Collaboration, 1193LIGO Scientific Collaboration and Virgo Collaboration, 1194LIGO Scientific Collaboration and Virgo Collaboration, 1195LIGO Scientific Collaboration and Virgo Collaboration, 1196LIGO Scientific Collaboration and Virgo Collaboration, 1197LIGO Scientific Collaboration and Virgo Collaboration, 1198LIGO Scientific Collaboration and Virgo Collaboration, 1199LIGO Scientific Collaboration and Virgo Collaboration, 1200LIGO Scientific Collaboration and Virgo Collaboration, 1201LIGO Scientific Collaboration and Virgo Collaboration, 1202LIGO Scientific Collaboration and Virgo Collaboration, 1203LIGO Scientific Collaboration and Virgo Collaboration, 1204LIGO Scientific Collaboration and Virgo Collaboration, 1205LIGO Scientific Collaboration and Virgo Collaboration, 1206LIGO Scientific Collaboration and Virgo Collaboration, 1207LIGO Scientific Collaboration and Virgo Collaboration, 1208LIGO Scientific Collaboration and Virgo Collaboration, 1209LIGO Scientific Collaboration and Virgo Collaboration, 1210LIGO Scientific Collaboration and Virgo Collaboration, 1211LIGO Scientific Collaboration and Virgo Collaboration, 1212LIGO Scientific Collaboration and Virgo Collaboration, 1213LIGO Scientific Collaboration and Virgo Collaboration, 1214LIGO Scientific Collaboration and Virgo Collaboration, 1215LIGO Scientific Collaboration and Virgo Collaboration, 1216LIGO Scientific Collaboration and Virgo Collaboration, 1217LIGO Scientific Collaboration and Virgo Collaboration, 1218LIGO Scientific Collaboration and Virgo Collaboration, 1219LIGO Scientific Collaboration and Virgo Collaboration, 1220LIGO Scientific Collaboration and Virgo Collaboration, 1221LIGO Scientific Collaboration and Virgo Collaboration, 1222LIGO Scientific Collaboration and Virgo Collaboration, 1223LIGO Scientific Collaboration and Virgo Collaboration, 1224LIGO Scientific Collaboration and Virgo Collaboration, 1225LIGO Scientific Collaboration and Virgo Collaboration, 1226LIGO Scientific Collaboration and Virgo Collaboration, 1227LIGO Scientific Collaboration and Virgo Collaboration, 1228LIGO Scientific Collaboration and Virgo Collaboration, 1229LIGO Scientific Collaboration and Virgo Collaboration, 1230LIGO Scientific Collaboration and Virgo Collaboration, 1231LIGO Scientific Collaboration and Virgo Collaboration, 1232LIGO Scientific Collaboration and Virgo Collaboration, 1233LIGO Scientific Collaboration and Virgo Collaboration, 1234LIGO Scientific Collaboration and Virgo Collaboration, 1235LIGO Scientific Collaboration and Virgo Collaboration, 1236LIGO Scientific Collaboration and Virgo Collaboration, 1237LIGO Scientific Collaboration and Virgo Collaboration, 1238LIGO Scientific Collaboration and Virgo Collaboration, 1239LIGO Scientific Collaboration and Virgo Collaboration, 1240LIGO Scientific Collaboration and Virgo Collaboration, 1241LIGO Scientific Collaboration and Virgo Collaboration, 1242LIGO Scientific Collaboration and Virgo Collaboration, 1243LIGO Scientific Collaboration and Virgo Collaboration, 1244LIGO Scientific Collaboration and Virgo Collaboration, 1245LIGO Scientific Collaboration and Virgo Collaboration, 1246LIGO Scientific Collaboration and Virgo 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Virgo Collaboration, 1264LIGO Scientific Collaboration and Virgo Collaboration, 1265LIGO Scientific Collaboration and Virgo Collaboration, 1266LIGO Scientific Collaboration and Virgo Collaboration, 1267LIGO Scientific Collaboration and Virgo Collaboration, 1268LIGO Scientific Collaboration and Virgo Collaboration, 1269LIGO Scientific Collaboration and Virgo Collaboration, 1270LIGO Scientific Collaboration and Virgo Collaboration, 1271LIGO Scientific Collaboration and Virgo Collaboration, 1272LIGO Scientific Collaboration and Virgo Collaboration, 1273LIGO Scientific Collaboration and Virgo Collaboration, 1274LIGO Scientific Collaboration and Virgo Collaboration, 1275LIGO Scientific Collaboration and Virgo Collaboration, 1276LIGO Scientific Collaboration and Virgo Collaboration, 1277LIGO Scientific Collaboration and Virgo Collaboration, 1278LIGO Scientific Collaboration and Virgo Collaboration, 1279LIGO Scientific Collaboration and Virgo Collaboration, 1280LIGO Scientific Collaboration and Virgo Collaboration, 1281LIGO Scientific Collaboration and Virgo Collaboration, 1282LIGO Scientific Collaboration and Virgo Collaboration, 1283LIGO Scientific Collaboration and Virgo Collaboration, 1284LIGO Scientific Collaboration and Virgo Collaboration, 1285LIGO Scientific Collaboration and Virgo Collaboration, 1286LIGO Scientific Collaboration and Virgo Collaboration, 1287LIGO Scientific Collaboration and Virgo Collaboration, 1288LIGO Scientific Collaboration and Virgo Collaboration, 1289LIGO Scientific Collaboration and Virgo Collaboration, 1290LIGO Scientific Collaboration and Virgo Collaboration, 1291LIGO Scientific Collaboration and Virgo Collaboration, 1292LIGO Scientific Collaboration and Virgo Collaboration, 1293LIGO Scientific Collaboration and Virgo Collaboration, 1294LIGO Scientific Collaboration and Virgo Collaboration, 1295LIGO Scientific Collaboration and Virgo Collaboration, 1296LIGO Scientific Collaboration and Virgo Collaboration, 1297LIGO Scientific Collaboration and Virgo Collaboration, 1298LIGO Scientific Collaboration and Virgo Collaboration, 1299LIGO Scientific Collaboration and Virgo Collaboration, 1300LIGO Scientific Collaboration and Virgo Collaboration, 1301LIGO Scientific Collaboration and Virgo Collaboration, 1302LIGO Scientific Collaboration and Virgo Collaboration, 1303LIGO Scientific Collaboration and Virgo Collaboration, 1304LIGO Scientific Collaboration and Virgo Collaboration, 1305LIGO Scientific Collaboration and Virgo Collaboration, 1306LIGO Scientific Collaboration and Virgo Collaboration, 1307LIGO Scientific Collaboration and Virgo Collaboration, 1308LIGO Scientific Collaboration and Virgo Collaboration, 1309LIGO Scientific Collaboration and Virgo Collaboration, 1310LIGO Scientific Collaboration and Virgo Collaboration, 1311LIGO Scientific Collaboration and Virgo Collaboration, 1312LIGO Scientific Collaboration and Virgo Collaboration, 1313LIGO Scientific Collaboration and Virgo Collaboration, 1314LIGO Scientific Collaboration and Virgo Collaboration, 1315LIGO Scientific Collaboration and Virgo Collaboration, 1316LIGO Scientific Collaboration and Virgo Collaboration, 1317LIGO Scientific Collaboration and Virgo Collaboration, 1318LIGO Scientific Collaboration and Virgo Collaboration, 1319LIGO Scientific Collaboration and Virgo Collaboration, 1320LIGO Scientific Collaboration and Virgo Collaboration, 1321LIGO Scientific Collaboration and Virgo Collaboration, 1322LIGO Scientific Collaboration and Virgo Collaboration, 1323LIGO Scientific Collaboration and Virgo Collaboration, 1324LIGO Scientific Collaboration and Virgo Collaboration, 1325LIGO Scientific Collaboration and Virgo Collaboration, 1326LIGO Scientific Collaboration and Virgo Collaboration, 1327LIGO Scientific Collaboration and Virgo Collaboration, 1328LIGO Scientific Collaboration and Virgo Collaboration, 1329LIGO Scientific Collaboration and Virgo Collaboration, 1330LIGO Scientific Collaboration and Virgo Collaboration, 1331LIGO Scientific Collaboration and Virgo Collaboration, 1332LIGO Scientific Collaboration and Virgo Collaboration, 1333LIGO Scientific Collaboration and Virgo Collaboration, 1334LIGO Scientific Collaboration and Virgo Collaboration, 1335LIGO Scientific Collaboration and Virgo Collaboration, 1336LIGO Scientific Collaboration and Virgo Collaboration, 1337LIGO Scientific Collaboration and Virgo Collaboration, 1338LIGO Scientific Collaboration and Virgo Collaboration, 1339LIGO Scientific Collaboration and Virgo Collaboration, 1340LIGO Scientific Collaboration and Virgo Collaboration, 1341LIGO Scientific Collaboration and Virgo Collaboration, 1342LIGO Scientific Collaboration and Virgo Collaboration, 1343LIGO Scientific Collaboration and Virgo Collaboration, 1344LIGO Scientific Collaboration and Virgo Collaboration, 1345LIGO Scientific Collaboration and Virgo Collaboration, 1346LIGO Scientific Collaboration and Virgo Collaboration, 1347LIGO Scientific Collaboration and Virgo Collaboration, 1348LIGO Scientific Collaboration and Virgo Collaboration, 1349LIGO Scientific Collaboration and Virgo Collaboration, 1350LIGO Scientific Collaboration and Virgo Collaboration, 1351LIGO Scientific Collaboration and Virgo Collaboration, 1352LIGO Scientific Collaboration and Virgo Collaboration, 1353LIGO Scientific Collaboration and Virgo Collaboration, 1354LIGO Scientific Collaboration and Virgo Collaboration, 1355LIGO Scientific Collaboration and Virgo Collaboration, 1356LIGO Scientific Collaboration and Virgo Collaboration, 1357LIGO Scientific Collaboration and Virgo Collaboration, 1358LIGO Scientific Collaboration and Virgo Collaboration, 1359LIGO Scientific Collaboration and Virgo Collaboration, 1360LIGO Scientific Collaboration and Virgo Collaboration, 1361LIGO Scientific Collaboration and Virgo Collaboration, 1362LIGO Scientific Collaboration and Virgo Collaboration, 1363LIGO Scientific Collaboration and Virgo Collaboration, 1364LIGO Scientific Collaboration and Virgo Collaboration, 1365LIGO Scientific Collaboration and Virgo Collaboration, 1366LIGO Scientific Collaboration and Virgo Collaboration, 1367LIGO Scientific Collaboration and Virgo Collaboration, 1368LIGO Scientific Collaboration and Virgo Collaboration, 1369LIGO Scientific Collaboration and Virgo Collaboration, 1370LIGO Scientific Collaboration and Virgo Collaboration, 1371LIGO Scientific Collaboration and Virgo Collaboration, 1372LIGO Scientific Collaboration and Virgo Collaboration, 1373LIGO Scientific Collaboration and Virgo Collaboration, 1374LIGO Scientific Collaboration and Virgo Collaboration, 1375LIGO Scientific Collaboration and Virgo Collaboration, 1376LIGO Scientific Collaboration and Virgo Collaboration, 1377LIGO Scientific Collaboration and Virgo Collaboration, 1378LIGO Scientific Collaboration and Virgo Collaboration, 1379LIGO Scientific Collaboration and Virgo Collaboration, 1380LIGO Scientific Collaboration and Virgo Collaboration, 1381LIGO Scientific Collaboration and Virgo Collaboration, 1382LIGO Scientific Collaboration and Virgo Collaboration, 1383LIGO Scientific Collaboration and Virgo Collaboration, 1384LIGO Scientific Collaboration and Virgo Collaboration, 1385LIGO Scientific Collaboration and Virgo Collaboration, 1386LIGO Scientific Collaboration and Virgo Collaboration, 1387LIGO Scientific Collaboration and Virgo Collaboration, 1388LIGO Scientific Collaboration and Virgo Collaboration, 1389LIGO Scientific Collaboration and Virgo Collaboration, 1390LIGO Scientific Collaboration and Virgo Collaboration, 1391LIGO Scientific Collaboration and Virgo Collaboration, 1392LIGO Scientific Collaboration and Virgo Collaboration, 1393LIGO Scientific Collaboration and Virgo Collaboration, 1394LIGO Scientific Collaboration and Virgo Collaboration, 1395LIGO Scientific Collaboration and Virgo Collaboration, 1396LIGO Scientific Collaboration and Virgo Collaboration, 1397LIGO Scientific Collaboration and Virgo Collaboration, 1398LIGO Scientific Collaboration and Virgo Collaboration, 1399LIGO Scientific Collaboration and Virgo Collaboration, 1400LIGO Scientific Collaboration and Virgo Collaboration, 1401LIGO Scientific Collaboration and Virgo Collaboration, 1402LIGO Scientific Collaboration and Virgo Collaboration, 1403LIGO Scientific Collaboration and Virgo Collaboration, 1404LIGO Scientific Collaboration and Virgo Collaboration, 1405LIGO Scientific Collaboration and Virgo Collaboration, 1406LIGO Scientific Collaboration and Virgo Collaboration, 1407LIGO Scientific Collaboration and Virgo Collaboration, 1408LIGO Scientific Collaboration and Virgo Collaboration, 1409LIGO Scientific Collaboration and Virgo Collaboration, 1410LIGO Scientific Collaboration and Virgo Collaboration, 1411LIGO Scientific Collaboration and Virgo Collaboration, 1412LIGO Scientific Collaboration and Virgo Collaboration, 1413LIGO Scientific Collaboration and Virgo Collaboration, 1414LIGO Scientific Collaboration and Virgo Collaboration, 1415LIGO Scientific Collaboration and Virgo Collaboration, 1416LIGO Scientific Collaboration and Virgo Collaboration

The Advanced LIGO observatories detected gravitational waves from two binary black hole mergers during their first observation run (O1). We present a high-energy neutrino follow-up search for the second gravitational wave event, GW151226, as well as for gravitational wave candidate LVT151012. We find 2 and 4 neutrino candidates detected by IceCube, and 1 and 0 detected by ANTARES, within $\pm500$ s around the respective gravitational wave signals, consistent with the expected background rate. Read More

Audio tagging aims to perform multi-label classification on audio chunks and it is a newly proposed task in the Detection and Classification of Acoustic Scenes and Events 2016 (DCASE 2016) challenge. This task encourages research efforts to better analyze and understand the content of the huge amounts of audio data on the web. The difficulty in audio tagging is that it only has a chunk-level label without a frame-level label. Read More

Spectroscopy is a crucial laboratory technique for understanding quantum systems through their interactions with electromagnetic radiation. Particularly, spectroscopy is capable of revealing the physical structure of molecules, leading to the development of the maser - the forerunner of the laser. However, real-world applications of molecular spectroscopy are mostly confined to equilibrium states, due to computational and technological constraints; a potential breakthrough can be achieved by utilizing the emerging technology of quantum simulation. Read More

We propose and experimentally demonstrate a new method to generate arbitrary Fock-state superpositions in a superconducting quantum circuit, where a qubit is dispersively coupled to a microwave cavity mode without the need of fine-frequency tuning. Here the qubit is used to conditionally modulate the probability amplitudes of the Fock state components of a coherent state to those of the desired superposition state, instead of pumping photons one by one into the cavity as in previous schemes. Our method does not require the adjustment of the qubit frequency during the cavity state preparation, and is more robust to noise and accumulation of experimental errors compared to previous ones. Read More

This paper introduces a new single-pass reservoir weighted-sampling stream aggregation algorithm, Priority Sample and Hold. PrSH combines aspects of the well-known Sample and Hold algorithm with Priority Sampling. In particular, it achieves a reduced computational cost for rate adaptation in a fixed cache by using a single persistent random variable across the lifetime of each key in the cache. Read More

We report the first result on Ge-76 neutrinoless double beta decay from CDEX-1 experiment at China Jinping Underground Laboratory. A mass of 994 g p-type point-contact high purity germanium detector has been installed to search the neutrinoless double beta decay events, as well as to directly detect dark matter particles. An exposure of 304 kg*day has been analyzed. Read More

We present a method to construct number-conserving Hamiltonians whose ground states exactly reproduce an arbitrarily chosen BCS-type mean-field state. Such parent Hamiltonians can be constructed not only for the usual $s$-wave BCS state, but also for more exotic states of this form, including the ground states of Kitaev wires and 2D topological superconductors. This method leads to infinite families of locally-interacting fermion models with exact topological superconducting ground states. Read More

In the note, all indecomposable canonical forms of linear systems with dimension less than or equal to $4$ are determined based on Belitskii's algorithm. As an application, an effective way to calculate dimensions of equivalence classes of linear systems is given by using Belitskii's canonical forms. Read More

Three dimensional topological insulators are bulk insulators with $\mathbf{Z}_2$ topological electronic order that gives rise to conducting light-like surface states. These surface electrons are exceptionally resistant to localization by non-magnetic disorder, and have been adopted as the basis for a wide range of proposals to achieve new quasiparticle species and device functionality. Recent studies have yielded a surprise by showing that in spite of resisting localization, topological insulator surface electrons can be reshaped by defects into distinctive resonance states. Read More