Fri, 04 Feb 2022

16:00 - 17:00
L1

Careers outside of academia

Kim Moore (Faculty AI) and Sébastien Racanière (Google DeepMind)
Abstract

This event will take place on Teams. A link will be available 30 minutes before the session begins.

Sebastien Racaniere is a Staff Research Engineer at DeepMind. His current main interest is in the use of symmetries in Machine Learning. This offers diverse applications, for example in Neuroscience or Theoretical Physics (in particular Lattice Quantum Chromodynamics). Past interests, still in Machine Learning, include Reinforcement Learning (i.e. learning from rewards), generative models (i.e. learn to sample from probability distributions), and optimisation (i.e. how to find 'good' minima of functions)

 

Kim Moore is a senior data scientist at faculty, which is a data science consultancy based in London. As a data scientist, her role is to help our clients across sectors such as healthcare, government and consumer business solve their problems using data science and AI. This involves applying a variety of techniques, ranging from simple data analysis to designing and implementing bespoke machine learning algorithms. Kim will talk about day to day life at faculty, some interesting projects that I have worked on and why her mathematical background makes her a great data scientist.
Fri, 28 Jan 2022

16:00 - 17:00
L1

North Meets South

Kaibo Hu and Davide Spriano
Abstract

This event will be hybrid and will take place in L1 and on Teams. A link will be available 30 minutes before the session begins.

Kaibo Hu
Title: Complexes from complexes
Abstract:
Continuous and discrete (finite element) de Rham complexes have inspired key progress in the mathematical and numerical analysis of the Maxwell equations. In this talk, we derive new differential complexes from the de Rham complexes. These complexes have applications in, e.g., general relativity and continuum mechanics. Examples include the elasticity (Kröner or Calabi) complex, which encodes fundamental structures in Riemannian geometry and elasticity. This homological algebraic construction is inspired by the Bernstein-​Gelfand-Gelfand (BGG) machinery from representation theory. Analytic results, e.g., various generalisations of the Korn inequality, follow from the algebraic structures. We briefly discuss applications in numerical PDEs and other fields.

Davide Spriano

Title: Growth of groups.

Abstract:
Given a transitive graph, it is natural to consider how many vertices are contained in a ball of radius n, and to study how this quantity changes as n increases. We call such a function the growth of the graph.

In this talk, we will see some examples of growth of Cayley graph of groups, and survey some classical results. Then we will see a dichotomy in the growth behaviour of groups acting on CAT(0) cube complexes.  

Fri, 21 Jan 2022

16:00 - 17:00
L1

Thriving in, or perhaps simply surviving, academia: insights gained after nearly 40 years in STEM

Margot Gerritsen
(Stanford)
Abstract

This event will take place in L1 and on Teams. A link will be available 30 minutes before the session begins. 

 

It's hard to believe: I've spent nearly 40 years in STEM. In that time, much changed: we changed from typewriters to PCs, from low performance to high  performance computing, from data-supported research to data-driven research, from traditional languages such as Fortran to a plethora of programming environments. And the rate of change seems to increase constantly. Some things have stayed more or less the same, such as the (lack of) diversity of the STEM community, the level of stress and the struggles we all experience (and the joys!). In this talk, I will reflect on those years, on lessons learned and not learned or unlearned, on things I wish I understood 40 years ago, and on things I still don't understand.

Margot is a professor at Stanford University in the Department of Energy Resources Engineering (ERE) and the Institute of Computational & Mathematical Engineering (ICME). Margot was born and raised in the Netherlands. Her STEM education started in 1982. In 1990 she received a MSc in applied mathematics at Delft University and then left her home country to search for sunnier and hillier places. She moved to Colorado and a year later to California to join the PhD program in Scientific Computing and Computational Mathematics at Stanford. During her PhD, Margot spent several quarters at Oxford University (with very good memories). Before returning to Stanford as faculty member in ERE, Margot spent 5 years as lecturer at the University of Auckland, New Zealand. From 2010-2018, Margot was the director of ICME. During this directorship, she founded the Women in Data Science initiative, which is now a global organization in over 70 countries. From 2015-2020, Margot was also the Senior Associate Dean of Educational Affairs at Stanford's school of Earth, Energy & Environmental Sciences. Currently, Margot still co-directs WiDS and is the Chair of the Board of SIAM. She has since moved back to the mountains (still sunny too) and now lives in Bend, Oregon.

Tue, 18 Jan 2022
14:30
Virtual

Constrained optimization on Riemannian manifolds

Melanie Weber
(Mathematical Institute (University of Oxford))
Abstract

Many applications involve non-Euclidean data, where exploiting Riemannian geometry can deliver algorithms that are computationally superior to standard nonlinear programming approaches. This observation has resulted in an increasing interest in Riemannian methods in the optimization and machine learning community. In this talk, we consider the problem of optimizing a function on a Riemannian manifold subject to convex constraints. We introduce Riemannian Frank-Wolfe (RFW) methods, a class of projection-free algorithms for constrained geodesically convex optimization. To understand the algorithm’s efficiency, we discuss (1) its iteration complexity, (2) the complexity of computing the Riemannian gradient and (3) the complexity of the Riemannian “linear” oracle (RLO), a crucial subroutine at the heart of the algorithm. We complement our theoretical results with an empirical comparison of RFW against state-of-the-art Riemannian optimization methods. Joint work with Suvrit Sra (MIT).

Tue, 18 Jan 2022
14:00
Virtual

Is everything a rational function?

Nick Trefethen
(Mathematical Institute (University of Oxford))
Abstract


There's an idea going back at least to Kirchberger in 1902 that since the only operations we can ultimately compute are +, -, *, and /, all of numerical computation must reduce to rational functions.  I've been looking into this idea and it has led in some interesting directions.

Seasonal Variations of the Unfolded Atmospheric Neutrino Spectrum with IceCube
 Hymon, K Abbasi, R Ackermann, M Adams, J Aguilar, J Ahlers, M Ahrens, M Alispach, C Alves Junior, A Amin, N An, R Andeen, K Anderson, T Anton, G Arguelles, C Ashida, Y Axani, S Bai, X Balagopal V., A Barbano, A Barwick, S Bastian, B Basu, V Baur, S Bay, R Beatty, J Becker, K Becker Tjus, J Bellenghi, C BenZvi, S Berley, D Bernardini, E Besson, D Binder, G Bindig, D Blaufuss, E Blot, S Boddenberg, M Bontempo, F Borowka, J Boser, S Botner, O Boettcher, J Bourbeau, E Bradascio, F Braun, J Bron, S Brostean-Kaiser, J Browne, S Burgman, A Burley, R Busse, R Campana, M Carnie-Bronca, E Chen, C Chirkin, D Choi, K Clark, B Clark, K Classen, L Coleman, A Collin, G Conrad, J Coppin, P Correa, P Cowen, D Cross, R Dappen, C Dave, P DE CLERCQ, C DeLaunay, J Dembinski, H Deoskar, K De Ridder, S Desai, A Desiati, P de Vries, K de Wasseige, G De With, M DeYoung, T Dharani, S Diaz, A Diaz-Velez, J Dittmer, M Dujmovic, H Dunkman, M DuVernois, M Dvorak, E Ehrhardt, T Eller, P Engel, R Erpenbeck, H Evans, J Evenson, P Fan, K Fazely, A Fiedlschuster, S Fienberg, A Filimonov, K Finley, C Fischer, L Fox, D Franckowiak, A Friedman, E Fritz, A Furst, P Gaisser, T Gallagher, J Ganster, E Garcia, A Garrappa, S Gerhardt, L Ghadimi, A Glaser, C Glauch, T Glusenkamp, T Goldschmidt, A Gonzalez, J Goswami, S Grant, D Grégoire, T Griswold, S Gunduz, M Günther, C Haack, C Hallgren, A Halliday, R Halve, L Halzen, F Ha Minh, M Hanson, K Hardin, J Harnisch, A Haungs, A Hauser, S Hebecker, D Helbing, K Henningsen, F Hettinger, E Hickford, S Hignight, J Hill, C Hill, G Hoffman, K Hoffmann, R Hoinka, T Hokanson-Fasig, B Hoshina, K Huang, F Huber, M Huber, T Hultqvist, K Hunnefeld, M Hussain, R In, S Iovine, N Ishihara, A Jansson, M Japaridze, G Jeong, M Jones, B Kang, D Kang, W Kang, X Kappes, A Kappesser, D Karg, T Karl, M Karle, A Katz, U Kauer, M Kellermann, M Kelley, J Kheirandish, A Kin, K Kintscher, T Kiryluk, J Klein, S Koirala, R Kolanoski, H Kontrimas, T Kopke, L Kopper, C Kopper, S Koskinen, D Koundal, P Kovacevich, M Kowalski, M Kozynets, T Kun, E Neilson, N Lad, N Lagunas Gualda, C Lanfranchi, J Larson, M Lauber, F Lazar, J Lee, J Leonard, K Leszczynska, A Li, Y Lincetto, M Liu, Q Liubarska, M Lohfink, E Lozano Mariscal, C Lu, L Lucarelli, F Ludwig, A Luszczak, W Lyu, Y Ma, W Madsen, J Mahn, K Makino, Y Mancina, S Maris, I Maruyama, R Mase, K McElroy, T McNally, F Mead, J Meagher, K Medina, A Meier, M Meighen-Berger, S Micallef, J Mockler, D Montaruli, T Moore, R Morse, R Moulai, M Naab, R Nagai, R Naumann, U Necker, J Nguyen, L Niederhausen, H Nisa, M Nowicki, S Nygren, D Obertacke Pollmann, A Oehler, M Olivas, A O'Sullivan, E Pandya, H Pankova, D Park, N Parker, G Paudel, E Paul, L Perez de los Heros, C Peters, L Peterson, J Philippen, S Pieloth, D Pieper, S Pittermann, M Pizzuto, A Plum, M Popovych, Y Porcelli, A Prado Rodriguez, M Price, P Pries, B Przybylski, G Raab, C Raissi, A Rameez, M Rawlins, K Rea, I Rehman, A Reichherzer, P Reimann, R Renzi, G Resconi, E Reusch, S Rhode, W Richman, M Riedel, B Roberts, E Robertson, S Roellinghoff, G Rongen, M Rott, C Ruhe, T Ryckbosch, D Rysewyk Cantu, D Safa, I Saffer, J Sanchez Herrera, S Sandrock, A Sandroos, J Santander, M Sarkar, S Satalecka, K Scharf, M Schaufel, M Schieler, H Schindler, S Schlunder, P Schmidt, T Schneider, A Schneider, J Schröder, F Schumacher, L Schwefer, G Sclafani, S Seckel, D Seunarine, S Sharma, A Shefali, S Silva, M Skrzypek, B Smithers, B Snihur, R Soedingrekso, J Soldin, D Spannfellner, C Spiczak, G Spiering, C Stachurska, J Stamatikos, M Stanev, T Stein, R Stettner, J Steuer, A Stezelberger, T Sturwald, T Stuttard, T Sullivan, G Taboada, I Tenholt, F Ter-Antonyan, S Tilav, S Tischbein, F Tollefson, K Tomankova, L Tönnis, C Toscano, S Tosi, D Trettin, A Tselengidou, M Tung, C Turcati, A Turcotte, R Turley, C Twagirayezu, J Ty, B Unland Elorrieta, M Valtonen-Mattila, N Vandenbroucke, J van Eijndhoven, N Vannerom, D van Santen, J Verpoest, S Vraeghe, M Walck, C Watson, T Weaver, C Weigel, P Weindl, A Weiss, M Weldert, J Wendt, C Werthebach, J Weyrauch, M Whitehorn, N Wiebusch, C Williams, D Wolf, M Woschnagg, K Wrede, G Wulff, J Xu, X Xu, Y Yanez, J Yoshida, S Yu, S Yuan, T Zhang, Z 1159 (23 Jul 2021)
Testing the Pointing of IceCube Using the Moon Shadow in Cosmic-Ray-Induced Muons
 Philippen, S Abbasi, R Ackermann, M Adams, J Aguilar, J Ahlers, M Ahrens, M Alispach, C Alves Junior, A Amin, N An, R Andeen, K Anderson, T Anton, G Arguelles, C Ashida, Y Axani, S Bai, X Balagopal V., A Barbano, A Barwick, S Bastian, B Basu, V Baur, S Bay, R Beatty, J Becker, K Becker Tjus, J Bellenghi, C BenZvi, S Berley, D Bernardini, E Besson, D Binder, G Bindig, D Blaufuss, E Blot, S Boddenberg, M Bontempo, F Borowka, J Boser, S Botner, O Boettcher, J Bourbeau, E Bradascio, F Braun, J Bron, S Brostean-Kaiser, J Browne, S Burgman, A Burley, R Busse, R Campana, M Carnie-Bronca, E Chen, C Chirkin, D Choi, K Clark, B Clark, K Classen, L Coleman, A Collin, G Conrad, J Coppin, P Correa, P Cowen, D Cross, R Dappen, C Dave, P DE CLERCQ, C DeLaunay, J Dembinski, H Deoskar, K De Ridder, S Desai, A Desiati, P de Vries, K de Wasseige, G De With, M DeYoung, T Dharani, S Diaz, A Diaz-Velez, J Dittmer, M Dujmovic, H Dunkman, M DuVernois, M Dvorak, E Ehrhardt, T Eller, P Engel, R Erpenbeck, H Evans, J Evenson, P Fan, K Fazely, A Fiedlschuster, S Fienberg, A Filimonov, K Finley, C Fischer, L Fox, D Franckowiak, A Friedman, E Fritz, A Furst, P Gaisser, T Gallagher, J Ganster, E Garcia, A Garrappa, S Gerhardt, L Ghadimi, A Glaser, C Glauch, T Glusenkamp, T Goldschmidt, A Gonzalez, J Goswami, S Grant, D Grégoire, T Griswold, S Gunduz, M Günther, C Haack, C Hallgren, A Halliday, R Halve, L Halzen, F Ha Minh, M Hanson, K Hardin, J Harnisch, A Haungs, A Hauser, S Hebecker, D Helbing, K Henningsen, F Hettinger, E Hickford, S Hignight, J Hill, C Hill, G Hoffman, K Hoffmann, R Hoinka, T Hokanson-Fasig, B Hoshina, K Huang, F Huber, M Huber, T Hultqvist, K Hunnefeld, M Hussain, R In, S Iovine, N Ishihara, A Jansson, M Japaridze, G Jeong, M Jones, B Kang, D Kang, W Kang, X Kappes, A Kappesser, D Karg, T Karl, M Karle, A Katz, U Kauer, M Kellermann, M Kelley, J Kheirandish, A Kin, K Kintscher, T Kiryluk, J Klein, S Koirala, R Kolanoski, H Kontrimas, T Kopke, L Kopper, C Kopper, S Koskinen, D Koundal, P Kovacevich, M Kowalski, M Kozynets, T Kun, E Neilson, N Lad, N Lagunas Gualda, C Lanfranchi, J Larson, M Lauber, F Lazar, J Lee, J Leonard, K Leszczynska, A Li, Y Lincetto, M Liu, Q Liubarska, M Lohfink, E Lozano Mariscal, C Lu, L Lucarelli, F Ludwig, A Luszczak, W Lyu, Y Ma, W Madsen, J Mahn, K Makino, Y Mancina, S Maris, I Maruyama, R Mase, K McElroy, T McNally, F Mead, J Meagher, K Medina, A Meier, M Meighen-Berger, S Micallef, J Mockler, D Montaruli, T Moore, R Morse, R Moulai, M Naab, R Nagai, R Naumann, U Necker, J Nguyen, L Niederhausen, H Nisa, M Nowicki, S Nygren, D Obertacke Pollmann, A Oehler, M Olivas, A O'Sullivan, E Pandya, H Pankova, D Park, N Parker, G Paudel, E Paul, L Perez de los Heros, C Peters, L Peterson, J Pieloth, D Pieper, S Pittermann, M Pizzuto, A Plum, M Popovych, Y Porcelli, A Prado Rodriguez, M Price, P Pries, B Przybylski, G Raab, C Raissi, A Rameez, M Rawlins, K Rea, I Rehman, A Reichherzer, P Reimann, R Renzi, G Resconi, E Reusch, S Rhode, W Richman, M Riedel, B Roberts, E Robertson, S Roellinghoff, G Rongen, M Rott, C Ruhe, T Ryckbosch, D Rysewyk Cantu, D Safa, I Saffer, J Sanchez Herrera, S Sandrock, A Sandroos, J Santander, M Sarkar, S Satalecka, K Scharf, M Schaufel, M Schieler, H Schindler, S Schlunder, P Schmidt, T Schneider, A Schneider, J Schröder, F Schumacher, L Schwefer, G Sclafani, S Seckel, D Seunarine, S Sharma, A Shefali, S Silva, M Skrzypek, B Smithers, B Snihur, R Soedingrekso, J Soldin, D Spannfellner, C Spiczak, G Spiering, C Stachurska, J Stamatikos, M Stanev, T Stein, R Stettner, J Steuer, A Stezelberger, T Sturwald, T Stuttard, T Sullivan, G Taboada, I Tenholt, F Ter-Antonyan, S Tilav, S Tischbein, F Tollefson, K Tomankova, L Tönnis, C Toscano, S Tosi, D Trettin, A Tselengidou, M Tung, C Turcati, A Turcotte, R Turley, C Twagirayezu, J Ty, B Unland Elorrieta, M Valtonen-Mattila, N Vandenbroucke, J van Eijndhoven, N Vannerom, D van Santen, J Verpoest, S Vraeghe, M Walck, C Watson, T Weaver, C Weigel, P Weindl, A Weiss, M Weldert, J Wendt, C Werthebach, J Weyrauch, M Whitehorn, N Wiebusch, C Williams, D Wolf, M Woschnagg, K Wrede, G Wulff, J Xu, X Xu, Y Yanez, J Yoshida, S Yu, S Yuan, T Zhang, Z 1087 (01 Aug 2021)
Simulation study for the future IceCube-Gen2 surface array
 Leszczynska, A Abbasi, R Ackermann, M Adams, J Aguilar, J Ahlers, M Ahrens, M Alispach, C Allison, P Alves Junior, A Amin, N An, R Andeen, K Anderson, T Anton, G Arguelles, C Arlen, T Ashida, Y Axani, S Bai, X Balagopal V., A Barbano, A Bartos, I Barwick, S Bastian, B Basu, V Baur, S Bay, R Beatty, J Becker, K Becker Tjus, J Bellenghi, C BenZvi, S Berley, D Bernardini, E Besson, D Binder, G Bindig, D Bishop, A Blaufuss, E Blot, S Boddenberg, M Bohmer, M Bontempo, F Borowka, J Boser, S Botner, O Boettcher, J Bourbeau, E Bradascio, F Braun, J Bron, S Brostean-Kaiser, J Browne, S Burgman, A Burley, R Busse, R Campana, M Carnie-Bronca, E Cataldo, M Chen, C Chirkin, D Choi, K Clark, B Clark, K Clark, R Classen, L Coleman, A Collin, G Connolly, A Conrad, J Coppin, P Correa, P Cowen, D Cross, R Dappen, C Dave, P Deaconu, C DE CLERCQ, C De Kockere, S DeLaunay, J Dembinski, H Deoskar, K De Ridder, S Desai, A Desiati, P de Vries, K de Wasseige, G De With, M DeYoung, T Dharani, S Diaz, A Diaz-Velez, J Dittmer, M Dujmovic, H Dunkman, M DuVernois, M Dvorak, E Ehrhardt, T Eller, P Engel, R Erpenbeck, H Evans, J Evenson, P Fan, K Farrag, K Fazely, A Fiedlschuster, S Fienberg, A Filimonov, K Finley, C Fischer, L Fox, D Franckowiak, A Friedman, E Fritz, A Furst, P Gaisser, T Gallagher, J Ganster, E Garcia, A Garrappa, S Gartner, A Gerhardt, L Gernhaeuser, R Ghadimi, A Giri, P Glaser, C Glauch, T Glusenkamp, T Goldschmidt, A Gonzalez, J Goswami, S Grant, D Grégoire, T Griswold, S Gunduz, M Günther, C Haack, C Hallgren, A Halliday, R Hallmann, S Halve, L Halzen, F Ha Minh, M Hanson, K Hardin, J Harnisch, A Haugen, J Haungs, A Hauser, S Hebecker, D Heinen, D Helbing, K Hendricks, B Henningsen, F Hettinger, E Hickford, S Hignight, J Hill, C Hill, G Hoffman, K Hoffmann, B Hoffmann, R Hoinka, T Hokanson-Fasig, B Holzapfel, K Hoshina, K Huang, F Huber, M Huber, T Huege, T Hughes, K Hultqvist, K Hunnefeld, M Hussain, R In, S Iovine, N Ishihara, A Jansson, M Japaridze, G Jeong, M Jones, B KALEKIN, O Kang, D Kang, W Kang, X Kappes, A Kappesser, D Karg, T Karl, M Karle, A Katori, T Katz, U Kauer, M Keivani, A Kellermann, M Kelley, J Kheirandish, A Kin, K Kintscher, T Kiryluk, J Klein, S Koirala, R Kolanoski, H Kontrimas, T Kopke, L Kopper, C Kopper, S Koskinen, D Koundal, P Kovacevich, M Kowalski, M Kozynets, T Krauss, C Kravchenko, I Krebs, R Kun, E Neilson, N Lad, N Lagunas Gualda, C Lanfranchi, J Larson, M Lauber, F Lazar, J Lee, J Leonard, K Li, Y Lincetto, M Liu, Q Liubarska, M Lohfink, E LoSecco, J Lozano Mariscal, C Lu, L Lucarelli, F Ludwig, A Luszczak, W Lyu, Y Ma, W Madsen, J Mahn, K Makino, Y Mancina, S Mandalia, S Maris, I Marka, S Marka, Z Maruyama, R Mase, K McElroy, T McNally, F Mead, J Meagher, K Medina, A Meier, M Meighen-Berger, S Meyers, Z Micallef, J Mockler, D Montaruli, T Moore, R Morse, R Moulai, M Naab, R Nagai, R Naumann, U Necker, J Nelles, A Nguyen, L Niederhausen, H Nisa, M Nowicki, S Nygren, D Oberla, E Obertacke Pollmann, A Oehler, M Olivas, A Omeliukh, A O'Sullivan, E Pandya, H Pankova, D Papp, L Park, N Parker, G Paudel, E Paul, L Perez de los Heros, C Peters, L Petersen, T Peterson, J Philippen, S Pieloth, D Pieper, S Pinfold, J Pittermann, M Pizzuto, A Plaisier, I Plum, M Popovych, Y Porcelli, A Prado Rodriguez, M Price, P Pries, B Przybylski, G Pyras, L Raab, C Raissi, A Rameez, M Rawlins, K Rea, I Rehman, A Reichherzer, P Reimann, R Renzi, G Resconi, E Reusch, S Rhode, W Richman, M Riedel, B Riegel, M Roberts, E Robertson, S Roellinghoff, G Rongen, M Rott, C Ruhe, T Ryckbosch, D Rysewyk Cantu, D Safa, I Saffer, J Sanchez Herrera, S Sandrock, A Sandroos, J Sandstrom, P Santander, M Sarkar, S Satalecka, K Scharf, M Schaufel, M Schieler, H Schindler, S Schlunder, P Schmidt, T Schneider, A Schneider, J Schröder, F Schumacher, L Schwefer, G Sclafani, S Seckel, D Seunarine, S Shaevitz, M Sharma, A Shefali, S Silva, M Skrzypek, B Smith, D Smithers, B Snihur, R Soedingrekso, J Soldin, D SOLDNER-REMBOLD, S Southall, D Spannfellner, C Spiczak, G Spiering, C Stachurska, J Stamatikos, M Stanev, T Stein, R Stettner, J Steuer, A Stezelberger, T Sturwald, T Stuttard, T Sullivan, G Taboada, I Taketa, A Tanaka, H Tenholt, F Ter-Antonyan, S Tilav, S Tischbein, F Tollefson, K Tomankova, L Tönnis, C Torres, J Toscano, S Tosi, D Trettin, A Tselengidou, M Tung, C Turcati, A Turcotte, R Turley, C Twagirayezu, J Ty, B Unland Elorrieta, M Valtonen-Mattila, N Vandenbroucke, J van Eijndhoven, N Vannerom, D van Santen, J Veberic, D Verpoest, S Vieregg, A Vraeghe, M Walck, C Watson, T Weaver, C Weigel, P Weindl, A Weinstock, L Weiss, M Weldert, J Welling, C Wendt, C Werthebach, J Weyrauch, M Whitehorn, N Wiebusch, C Williams, D Wissel, S Wolf, M Woschnagg, K Wrede, G Wren, S Wulff, J Xu, X Xu, Y Yanez, J Yoshida, S Yu, S Yuan, T Zhang, Z Zierke, S 411 (10 Aug 2021)
Studies of systematic uncertainty effects on IceCube's real-time angular uncertainty
 Lagunas Gualda, C Abbasi, R Ackermann, M Adams, J Aguilar, J Ahlers, M Ahrens, M Alispach, C Alves Junior, A Amin, N An, R Andeen, K Anderson, T Anton, G Arguelles, C Ashida, Y Axani, S Bai, X Balagopal V., A Barbano, A Barwick, S Bastian, B Basu, V Baur, S Bay, R Beatty, J Becker, K Becker Tjus, J Bellenghi, C BenZvi, S Berley, D Bernardini, E Besson, D Binder, G Bindig, D Blaufuss, E Blot, S Boddenberg, M Bontempo, F Borowka, J Boser, S Botner, O Boettcher, J Bourbeau, E Bradascio, F Braun, J Bron, S Brostean-Kaiser, J Browne, S Burgman, A Burley, R Busse, R Campana, M Carnie-Bronca, E Chen, C Chirkin, D Choi, K Clark, B Clark, K Classen, L Coleman, A Collin, G Conrad, J Coppin, P Correa, P Cowen, D Cross, R Dappen, C Dave, P DE CLERCQ, C DeLaunay, J Dembinski, H Deoskar, K De Ridder, S Desai, A Desiati, P de Vries, K de Wasseige, G De With, M DeYoung, T Dharani, S Diaz, A Diaz-Velez, J Dittmer, M Dujmovic, H Dunkman, M DuVernois, M Dvorak, E Ehrhardt, T Eller, P Engel, R Erpenbeck, H Evans, J Evenson, P Fan, K Fazely, A Fiedlschuster, S Fienberg, A Filimonov, K Finley, C Fischer, L Fox, D Franckowiak, A Friedman, E Fritz, A Furst, P Gaisser, T Gallagher, J Ganster, E Garcia, A Garrappa, S Gerhardt, L Ghadimi, A Glaser, C Glauch, T Glusenkamp, T Goldschmidt, A Gonzalez, J Goswami, S Grant, D Grégoire, T Griswold, S Gunduz, M Günther, C Haack, C Hallgren, A Halliday, R Halve, L Halzen, F Ha Minh, M Hanson, K Hardin, J Harnisch, A Haungs, A Hauser, S Hebecker, D Helbing, K Henningsen, F Hettinger, E Hickford, S Hignight, J Hill, C Hill, G Hoffman, K Hoffmann, R Hoinka, T Hokanson-Fasig, B Hoshina, K Huang, F Huber, M Huber, T Hultqvist, K Hunnefeld, M Hussain, R In, S Iovine, N Ishihara, A Jansson, M Japaridze, G Jeong, M Jones, B Kang, D Kang, W Kang, X Kappes, A Kappesser, D Karg, T Karl, M Karle, A Katz, U Kauer, M Kellermann, M Kelley, J Kheirandish, A Kin, K Kintscher, T Kiryluk, J Klein, S Koirala, R Kolanoski, H Kontrimas, T Kopke, L Kopper, C Kopper, S Koskinen, D Koundal, P Kovacevich, M Kowalski, M Kozynets, T Kun, E Neilson, N Lad, N Lanfranchi, J Larson, M Lauber, F Lazar, J Lee, J Leonard, K Leszczynska, A Li, Y Lincetto, M Liu, Q Liubarska, M Lohfink, E Lozano Mariscal, C Lu, L Lucarelli, F Ludwig, A Luszczak, W Lyu, Y Ma, W Madsen, J Mahn, K Makino, Y Mancina, S Maris, I Maruyama, R Mase, K McElroy, T McNally, F Mead, J Meagher, K Medina, A Meier, M Meighen-Berger, S Micallef, J Mockler, D Montaruli, T Moore, R Morse, R Moulai, M Naab, R Nagai, R Naumann, U Necker, J Nguyen, L Niederhausen, H Nisa, M Nowicki, S Nygren, D Obertacke Pollmann, A Oehler, M Olivas, A O'Sullivan, E Pandya, H Pankova, D Park, N Parker, G Paudel, E Paul, L Perez de los Heros, C Peters, L Peterson, J Philippen, S Pieloth, D Pieper, S Pittermann, M Pizzuto, A Plum, M Popovych, Y Porcelli, A Prado Rodriguez, M Price, P Pries, B Przybylski, G Raab, C Raissi, A Rameez, M Rawlins, K Rea, I Rehman, A Reichherzer, P Reimann, R Renzi, G Resconi, E Reusch, S Rhode, W Richman, M Riedel, B Roberts, E Robertson, S Roellinghoff, G Rongen, M Rott, C Ruhe, T Ryckbosch, D Rysewyk Cantu, D Safa, I Saffer, J Sanchez Herrera, S Sandrock, A Sandroos, J Santander, M Sarkar, S Satalecka, K Scharf, M Schaufel, M Schieler, H Schindler, S Schlunder, P Schmidt, T Schneider, A Schneider, J Schröder, F Schumacher, L Schwefer, G Sclafani, S Seckel, D Seunarine, S Sharma, A Shefali, S Silva, M Skrzypek, B Smithers, B Snihur, R Soedingrekso, J Soldin, D Spannfellner, C Spiczak, G Spiering, C Stachurska, J Stamatikos, M Stanev, T Stein, R Stettner, J Steuer, A Stezelberger, T Sturwald, T Stuttard, T Sullivan, G Taboada, I Tenholt, F Ter-Antonyan, S Tilav, S Tischbein, F Tollefson, K Tomankova, L Tönnis, C Toscano, S Tosi, D Trettin, A Tselengidou, M Tung, C Turcati, A Turcotte, R Turley, C Twagirayezu, J Ty, B Unland Elorrieta, M Valtonen-Mattila, N Vandenbroucke, J van Eijndhoven, N Vannerom, D van Santen, J Verpoest, S Vraeghe, M Walck, C Watson, T Weaver, C Weigel, P Weindl, A Weiss, M Weldert, J Wendt, C Werthebach, J Weyrauch, M Whitehorn, N Wiebusch, C Williams, D Wolf, M Woschnagg, K Wrede, G Wulff, J Xu, X Xu, Y Yanez, J Yoshida, S Yu, S Yuan, T Zhang, Z 1045 (27 Jul 2021)
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