APS March Meeting 2022
Volume 67, Number 3
Monday–Friday, March 14–18, 2022;
Chicago
Please enable JavaScript in your browser.
Session Index
Session G32: Data Science, Artificial Intelligence and Machine Learning III
Focus
Recordings Available
Show Abstracts
Sponsoring Units: GDS FIAP
Chair: Thomas Meitzler, United States Army Tank Automotive Research, Development and Engineering Center
Room: McCormick Place W-192B
Tuesday, March 15, 2022
11:30AM - 12:06PM
G32.00001: Learned numerical methods for solving partial differential equations
Invited Speaker:
Stephan Hoyer
Tuesday, March 15, 2022
12:06PM - 12:18PM
Withdrawn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
12:18PM - 12:30PM
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
12:30PM - 1:06PM
G32.00004: Learning from data: a journey from understanding the universe to predicting human diseases
Invited Speaker:
Valentina Salvatelli
Tuesday, March 15, 2022
1:06PM - 1:18PM
G32.00005: A physics-driven study of dominant regions in soccer
Indranil Ghosh, Costas J Efthimiou, Gregory DeCamillis
Tuesday, March 15, 2022
1:18PM - 1:30PM
G32.00006: Using Multi-Task Learning for Semantic Segmentation in Agriculture
Daniel Marley, Jennifer Hobbs
Tuesday, March 15, 2022
1:30PM - 2:06PM
G32.00007: Digital health: data science in practice
Invited Speaker:
Jie Ren
Tuesday, March 15, 2022
2:06PM - 2:18PM
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
2:18PM - 2:30PM
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