APS March Meeting 2022
Volume 67, Number 3
Monday–Friday, March 14–18, 2022;
Chicago
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Session Index
Session G32: Data Science, Artificial Intelligence and Machine Learning III
Focus Session
Recordings Available
Show Abstracts
Sponsoring Units: GDS FIAP McCormick Place W-192B
Tuesday, March 15, 2022
G32.00001: Learned numerical methods for solving partial differential equations Invited Speaker:
Stephan Hoyer
Tuesday, March 15, 2022 Withdrawn
G32.00002: Machine learning study for perovskite solar cell Cheng Peng, Feng Ke, Wendy L Mao, Thomas P Devereaux, Yu Lin, Chunjing Jia
Tuesday, March 15, 2022
G32.00003: Learning material physics from images of battery primary particles Hongbo Zhao, Haitao D Deng, William Chueh, Richard D Braatz, Martin Bazant
Tuesday, March 15, 2022
G32.00004: Learning from data: a journey from understanding the universe to predicting human diseases Invited Speaker:
Valentina Salvatelli
Tuesday, March 15, 2022
G32.00005: A physics-driven study of dominant regions in soccer Indranil Ghosh, Costas J Efthimiou, Gregory DeCamillis
Tuesday, March 15, 2022
G32.00006: Using Multi-Task Learning for Semantic Segmentation in Agriculture Daniel Marley, Jennifer Hobbs
Tuesday, March 15, 2022
G32.00007: Digital health: data science in practice Invited Speaker:
Jie Ren
Tuesday, March 15, 2022
G32.00008: Lattice Strain Evolution in Na-NMC Battery From Electron Diffraction Patterns Using Deep Learning Joydeep Munshi, Yuzi Liu, Guiliang Xu, Colin L Ophus, Maria K Chan
Tuesday, March 15, 2022
G32.00009: Improved Pattern Recognition in Agricultural Applications using Self-Supervised Methods for High-Resolution Longitudinal Remote Sensing Data Jennifer Hobbs, Jing Wu, David Pichler, Daniel Marley
