Bulletin of the American Physical Society
6th Joint Meeting of the APS Division of Nuclear Physics and the Physical Society of Japan
Sunday–Friday, November 26–December 1 2023; Hawaii, the Big Island
Session Index
Session C08: Minisymposium: Applications of Advanced Statistics and Machine Learning Methods in Nuclear Physics I |
Show Abstracts |
Chair: Michelle Kuchera, Davidson College Room: Hilton Waikoloa Village Kohala 1 |
Tuesday, November 28, 2023 7:00PM - 7:30PM |
C08.00001: Normalizing flows for uncertainty quantification in a Bayesian framework Invited Speaker: Yukari Yamauchi | |
Tuesday, November 28, 2023 7:30PM - 7:45PM |
C08.00002: Neural-network quantum states for ultra-cold Fermi gases Jane M Kim, Bryce Fore, Gabriel M Pescia, Jannes Nys, Giuseppe Carleo, Alessandro Lovato, Stefano Gandolfi, Morten Hjorth-Jensen | |
Tuesday, November 28, 2023 7:45PM - 8:00PM |
C08.00003: Optimizing Fermionic Neural Networks with Decision Geometry Mehdi Drissi, James W Keeble, Arnau Rios | |
Tuesday, November 28, 2023 8:00PM - 8:15PM |
C08.00004: Testing neural networks for classifying multi-neutron decay measurements of neutron-unbound systems Thomas Redpath, Jaylen I Rasberry, Clifton D Kpadehyea | |
Tuesday, November 28, 2023 8:15PM - 8:30PM |
C08.00005: Matrix Model Emulators Danny Jammooa, Patrick Cook | |
Tuesday, November 28, 2023 8:30PM - 8:45PM |
C08.00006: Novel emulators for fission event generators Amy E Lovell, Arvind T Mohan | |
Tuesday, November 28, 2023 8:45PM - 9:00PM |
C08.00007: Large Scale Computation of Nuclear Ground States with Machine Learning and Supercomputing Corey Adams | |
Tuesday, November 28, 2023 9:00PM - 9:15PM |
C08.00008: Application of machine learning techniques for the ALICE TPC space-charge distortion correction and for particle tracking in Si detectors Hitoshi Baba | |
Tuesday, November 28, 2023 9:15PM - 9:30PM |
C08.00009: Utilizing machine learning for fast-timing calibration between LaBr3(Ce) detectors in the neutron-rich N = 20 and N=50 regions Tawfik M Gaballah, Benjamin P Crider, Sean N Liddick, Sean P Burcher, M.P. Carpenter, James J Carroll, Aaron Chester, Christopher J Chiara, Kathrine Childers, Partha Chowdhury, Patrick A Copp, Jason T Harke, Daniel E Hoff, Kay Kolos, Edward Lamere, Rebecca Lewis, Brenden R Longfellow, Stephanie Lyons, Mejdi J Mogannam, Shree K Neupane, Timilehin H Ogunbeku, David Perez-Loureiro, Christopher J Prokop, Daniel M Rhodes, Andrea Richard, Olalekan A Shehu, Durga P Siwakoti, Dylan C Smith, Mallory K Smith, Aaron S Tamashiro, Ronald Unz, Yongchi Xiao |
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