Search for High-Energy Neutrino Emission from Galactic X-ray Binaries with IceCube

(2022)

Authors:

R Abbasi, M Ackermann, J Adams, JA Aguilar, M Ahlers, M Ahrens, JM Alameddine, AA Alves, NM Amin, K Andeen, T Anderson, G Anton, C Argüelles, Y Ashida, S Axani, X Bai, A Balagopal V., SW Barwick, B Bastian, V Basu, S Baur, R Bay, JJ Beatty, K-H Becker, J Becker Tjus, J Beise, C Bellenghi, S Benda, S BenZvi, D Berley, E Bernardini, DZ Besson, G Binder, D Bindig, E Blaufuss, S Blot, M Boddenberg, F Bontempo, J Borowka, S Böser, O Botner, J Böttcher, E Bourbeau, F Bradascio, J Braun, B Brinson, S Bron, J Brostean-Kaiser, S Browne, A Burgman, RT Burley, RS Busse, MA Campana, EG Carnie-Bronca, C Chen, Z Chen, D Chirkin, K Choi, BA Clark, K Clark, L Classen, A Coleman, GH Collin, JM Conrad, P Coppin, P Correa, DF Cowen, R Cross, C Dappen, P Dave, C De Clercq, JJ DeLaunay, D Delgado López, H Dembinski, K Deoskar, A Desai, P Desiati, KD de Vries, G de Wasseige, M de With, T DeYoung, A Diaz, JC Díaz-Vélez, M Dittmer, H Dujmovic, M Dunkman, MA DuVernois, T Ehrhardt, P Eller, R Engel, H Erpenbeck, J Evans, PA Evenson, KL Fan, AR Fazely, A Fedynitch, N Feigl, S Fiedlschuster, AT Fienberg, C Finley, L Fischer, D Fox, A Franckowiak, E Friedman, A Fritz, P Fürst, TK Gaisser, J Gallagher, E Ganster, A Garcia, S Garrappa, L Gerhardt, A Ghadimi, C Glaser, T Glauch, T Glüsenkamp, JG Gonzalez, S Goswami, D Grant, T Grégoire, S Griswold, C Günther, P Gutjahr, C Haack, A Hallgren, R Halliday, L Halve, F Halzen, M Ha Minh, K Hanson, J Hardin, AA Harnisch, A Haungs, D Hebecker, K Helbing, F Henningsen, EC Hettinger, S Hickford, J Hignight, C Hill, GC Hill, KD Hoffman, R Hoffmann, K Hoshina, F Huang, M Huber, T Huber, K Hultqvist, M Hünnefeld, R Hussain, K Hymon, S In, N Iovine, A Ishihara, M Jansson, GS Japaridze, M Jeong, M Jin, BJP Jones, D Kang, W Kang, X Kang, A Kappes, D Kappesser, L Kardum, T Karg, M Karl, A Karle, U Katz, M Kauer, M Kellermann, JL Kelley, A Kheirandish, K Kin, T Kintscher, J Kiryluk, SR Klein, A Kochocki, R Koirala, H Kolanoski, T Kontrimas, L Köpke, C Kopper, S Kopper, DJ Koskinen, P Koundal, M Kovacevich, M Kowalski, T Kozynets, E Krupczak, E Kun, N Kurahashi, N Lad, C Lagunas Gualda, JL Lanfranchi, MJ Larson, F Lauber, JP Lazar, JW Lee, K Leonard, A Leszczyńska, Y Li, M Lincetto, QR Liu, M Liubarska, E Lohfink, CJ Lozano Mariscal, L Lu, F Lucarelli, A Ludwig, W Luszczak, Y Lyu, WY Ma, J Madsen, KBM Mahn, Y Makino, S Mancina, IC Mariş, I Martinez-Soler, R Maruyama, S McCarthy, T McElroy, F McNally, JV Mead, K Meagher, S Mechbal, A Medina, M Meier, S Meighen-Berger, J Micallef, D Mockler, T Montaruli, RW Moore, R Morse, M Moulai, R Naab, R Nagai, U Naumann, J Necker, LV Nguyen, H Niederhausen, MU Nisa, SC Nowicki, A Obertacke Pollmann, M Oehler, B Oeyen, A Olivas, E O'Sullivan, H Pandya, DV Pankova, N Park, GK Parker, EN Paudel, L Paul, C Pérez de los Heros, L Peters, J Peterson, S Philippen, S Pieper, M Pittermann, A Pizzuto, M Plum, Y Popovych, A Porcelli, M Prado Rodriguez, B Pries, GT Przybylski, C Raab, J Rack-Helleis, A Raissi, M Rameez, K Rawlins, IC Rea, Z Rechav, A Rehman, P Reichherzer, R Reimann, G Renzi, E Resconi, S Reusch, W Rhode, M Richman, B Riedel, EJ Roberts, S Robertson, G Roellinghoff, M Rongen, C Rott, T Ruhe, D Ryckbosch, D Rysewyk Cantu, I Safa, J Saffer, SE Sanchez Herrera, A Sandrock, M Santander, S Sarkar, S Sarkar, K Satalecka, M Schaufel, H Schieler, S Schindler, T Schmidt, A Schneider, J Schneider, FG Schröder, L Schumacher, G Schwefer, S Sclafani, D Seckel, S Seunarine, A Sharma, S Shefali, N Shimizu, M Silva, B Skrzypek, B Smithers, R Snihur, J Soedingrekso, D Soldin, C Spannfellner, GM Spiczak, C Spiering, J Stachurska, M Stamatikos, T Stanev, R Stein, J Stettner, T Stezelberger, T Stürwald, T Stuttard, GW Sullivan, I Taboada, S Ter-Antonyan, J Thwaites, S Tilav, F Tischbein, K Tollefson, C Tönnis, S Toscano, D Tosi, A Trettin, M Tselengidou, CF Tung, A Turcati, R Turcotte, CF Turley, JP Twagirayezu, B Ty, MA Unland Elorrieta, N Valtonen-Mattila, J Vandenbroucke, N van Eijndhoven, D Vannerom, J van Santen, J Veitch-Michaelis, S Verpoest, C Walck, W Wang, TB Watson, C Weaver, P Weigel, A Weindl, MJ Weiss, J Weldert, C Wendt, J Werthebach, M Weyrauch, N Whitehorn, CH Wiebusch, N Willey, DR Williams, M Wolf, G Wrede, J Wulff, XW Xu, JP Yanez, E Yildizci, S Yoshida, S Yu, T Yuan, Z Zhang, P Zhelnin

The Boring Monopole

(2022)

Authors:

Prateek Agrawal, Michael Nee

Integer Conformal Dimensions for Type IIA Flux Vacua

(2022)

Authors:

Fien Apers, Joseph P Conlon, Sirui Ning, Filippo Revello

Searching for High-Energy Neutrinos from Ultra-Luminous Infrared Galaxies with IceCube

Sissa Medialab Srl (2022) 092

Authors:

Pablo Correa, Rasha Abbasi, Markus Ackermann, Jenni Adams, Juanan Aguilar, M Ahlers, Maryon Ahrens, Cyril Martin Alispach, Antonio Augusto Alves Junior, Najia Moureen Binte Amin, Rui An, Karen Andeen, Tyler Anderson, Gisela Anton, Carlos Arguelles, Yosuke Ashida, Spencer Axani, Xinhua Bai, Aswathi Balagopal V., Anastasia Maria Barbano, SW Barwick, Benjamin Bastian, Vedant Basu, Sebastian Baur, RC Bay, JJ Beatty, K-H Becker, Julia Becker Tjus, Chiara Bellenghi, Segev BenZvi, D Berley, Elisa Bernardini, DZ Besson, Gary Binder, Daniel Bindig, E Blaufuss, Summer Blot, Matthias Boddenberg, Federico Bontempo, Jurgen Borowka, S Boser, Olga Botner, Jakob Boettcher, Etienne Bourbeau, Federica Bradascio, J Braun, Bennett Brinson, Stephanie Bron, Jannes Brostean-Kaiser, Sally-Ann Browne, Alexander Burgman, Ryan T Burley, Raffaela Busse, Michael Campana, Erin Carnie-Bronca, Chujie Chen, Zheyang Chen, Dmitry Chirkin, Koun Choi, Brian Clark, Kenneth Clark, Lew Classen, Alan Coleman, Gabriel Collin, JM Conrad, Paul Coppin, DF Cowen, R Cross, Christian Dappen, Pranav Dave, Catherine DE CLERCQ, James DeLaunay, Diyaselis Delgado Lopez, Hans Dembinski, Kunal Deoskar, Abhishek Desai, Paolo Desiati, Krijn de Vries, Gwenhaël de Wasseige, Meike De With, Tyce DeYoung, Alejandro Diaz, Juan Carlos Diaz-Velez, Markus Dittmer, Hrvoje Dujmovic, Matt Dunkman, Michael DuVernois, Emily Dvorak, Thomas Ehrhardt, Philipp Eller, Ralph Engel, Hannah Erpenbeck, John Evans, PA Evenson, Kwok Lung Fan, AR Fazely, Nora Feigl, Sebastian Fiedlschuster, Aaron Fienberg, Kirill Filimonov, Chad Finley, Leander Fischer, Derek B Fox, Anna Franckowiak, Elizabeth Friedman, Alexander Fritz, Philipp Furst, TK Gaisser, Jay Gallagher, Erik Ganster, Alfonso Garcia, Simone Garrappa, L Gerhardt, Ava Ghadimi, Christian Glaser, Theo Glauch, Thorsten Glusenkamp, Javier Gonzalez, Sreetama Goswami, Darren Grant, Timothée Grégoire, Spencer Griswold, Christoph Günther, Christian Haack, Allan Hallgren, R Halliday, L Halve, F Halzen, Martin Ha Minh, Kael Hanson, John Hardin, Alexander A Harnisch, Andreas Haungs, Dustin Hebecker, K Helbing, Felix Henningsen, Emma C Hettinger, Stephanie Hickford, Joshua Hignight, Colton Hill, GC Hill, Kara Hoffman, Ruth Hoffmann, Tobias Hoinka, Benjamin Hokanson-Fasig, K Hoshina, Feifei Huang, Matthias Huber, Thomas Huber, Klas Hultqvist, Mirco Hunnefeld, Raamis Hussain, Seongjin In, Nadège Iovine, Aya Ishihara, Matti Jansson, George Japaridze, Minjin Jeong, Miaochen Jin, Ben Jones, Donghwa Kang, Woosik Kang, Xinyue Kang, Alexander Kappes, David Kappesser, Timo Karg, Martina Karl, A Karle, U Katz, M Kauer, Moritz Kellermann, JL Kelley, Ali Kheirandish, Ken'ichi Kin, Thomas Kintscher, Joanna Kiryluk, Spencer Klein, Ramesh Koirala, Hermann Kolanoski, Tomas Kontrimas, Lutz Kopke, Claudio Kopper, Sandro Kopper, DJ Koskinen, Paras Koundal, Michael Kovacevich, Marek Kowalski, Tetiana Kozynets, Emma Kun, Naoko Kurahashi Neilson, Neha Navnitkumar Lad, Cristina Lagunas Gualda, Justin Lanfranchi, MJ Larson, Frederik Hermann Lauber, Jeffrey Lazar, Jiwoong Lee, Kayla Leonard, Agnieszka Leszczynska, Yijia Li, Massimiliano Lincetto, Qinrui Liu, Maria Liubarska, Elisa Lohfink, Cristian Jesus Lozano Mariscal, Lu Lu, Francesco Lucarelli, Andrew Ludwig, William Luszczak, Yang Lyu, Wing Yan Ma, James Madsen, Kendall Mahn, Yuya Makino, Sarah Mancina, Ioana Codrina Maris, Reina H Maruyama, K Mase, Thomas McElroy, Frank McNally, James Vincent Mead, K Meagher, Sarah Mechbal, Andres Medina, Maximilian Meier, Stephan Andrew Meighen-Berger, Jessie Micallef, Daniela Mockler, Teresa Montaruli, Roger Moore, R Morse, Marjon Moulai, Richard Naab, Ryo Nagai, Uwe Naumann, Jannis Necker, Le Viet Nguyen, Hans Niederhausen, Mehr Nisa, Sarah Nowicki, Anna Obertacke Pollmann, Marie Oehler, Bob Oeyen, A Olivas, Erin O'Sullivan, Hershal Pandya, Daria Pankova, Nahee Park, Grant Parker, Ek Narayan Paudel, Larissa Paul, Carlos Perez de los Heros, Lilly Peters, Josh Peterson, Saskia Philippen, Damian Pieloth, Sarah Pieper, Martin Pittermann, A Pizzuto, M Plum, Yuiry Popovych, Alessio Porcelli, Maria Prado Rodriguez, P Buford Price, Brandom Pries, Gerald Przybylski, Christoph Raab, Amirreza Raissi, Mohamed Rameez, K Rawlins, Immacolata Carmen Rea, Abdul Rehman, Patrick Reichherzer, René Reimann, Giovanni Renzi, Elisa Resconi, Simeon Reusch, Wolfgang Rhode, Mike Richman, Benedikt Riedel, Ella Roberts, Sally Robertson, Gerrit Roellinghoff, Martin Rongen, Carsten Rott, Tim Ruhe, Dirk Ryckbosch, Devyn Rysewyk Cantu, Ibrahim Safa, Julian Saffer, Sebastian Sanchez Herrera, Alexander Sandrock, Joakim Sandroos, Marcos Santander, Subir Sarkar, Sourav Sarkar, Konstancja Satalecka, Merlin Schaufel, Harald Schieler, Sebastian Schindler, P Schlunder, Torsten Schmidt, Austin Schneider, Judith Schneider, Frank Schröder, Lisa Johanna Schumacher, Georg Schwefer, Steve Sclafani, D Seckel, Surujhdeo Seunarine, Ankur Sharma, S Shefali, Manuel Silva, Barbara Skrzypek, Ben Smithers, Robert Snihur, Jan Soedingrekso, Dennis Soldin, Christian Spannfellner, Glenn Spiczak, Christian Spiering, Juliana Stachurska, Michael Stamatikos, Todor Stanev, Robert Stein, Joeran Stettner, A Steuer, T Stezelberger, Timo Sturwald, Thomas Stuttard, GW Sullivan, I Taboada, Samvel Ter-Antonyan, S Tilav, Franziska Tischbein, Kirsten Tollefson, Christoph Tönnis, Simona Toscano, Delia Tosi, Alexander Trettin, Maria Tselengidou, Chunfai Tung, Andrea Turcati, Roxanne Turcotte, Colin Turley, Jean Pierre Twagirayezu, Bunheng Ty, Martin Unland Elorrieta, Nora Valtonen-Mattila, Justin Vandenbroucke, Nick van Eijndhoven, David Vannerom, Jakob van Santen, Stef Verpoest, C Walck, Timothyblake Watson, Chris Weaver, Philip Weigel, Andreas Weindl, Matthew Weiss, Jan Weldert, Chris Wendt, Johannes Werthebach, Mark Weyrauch, Nathan Whitehorn, CH Wiebusch, Dawn Williams, Martin Wolf, Kurt Woschnagg, Gerrit Wrede, Johan Wulff, Xianwu Xu, Juan Pablo Yanez, S Yoshida, Shiqi Yu, Tianlu Yuan, Zelong Zhang, Pavel Zhelnin

Machine learning string standard models

Physical Review D American Physical Society 105:4 (2022) 46001

Authors:

Rehan Deen, Yang-Hui He, Seung-Joo Lee, Andre Lukas

Abstract:

We study machine learning of phenomenologically relevant properties of string compactifications, which arise in the context of heterotic line bundle models. Both supervised and unsupervised learning are considered. We find that, for a fixed compactification manifold, relatively small neural networks are capable of distinguishing consistent line bundle models with the correct gauge group and the correct chiral asymmetry from random models without these properties. The same distinction can also be achieved in the context of unsupervised learning, using an autoencoder. Learning nontopological properties, specifically the number of Higgs multiplets, turns out to be more difficult, but is possible using sizeable networks and feature-enhanced datasets.