AMS Sectional Meeting AMS Special Session

Current as of Sunday, October 9, 2022 03:30:04

2022 Fall Eastern Sectional Meeting

• University of Massachusetts-Amherst, Amherst, MA
• October 1-2, 2022 (Saturday - Sunday)
• Meeting #1180

Associate Secretary for the AMS Scientific Program:

Steven H Weintraub, Lehigh University shw2@lehigh.edu

• Saturday October 1, 2022, 3:00 p.m.-6:00 p.m.
  Special Session on Machine Learning Methods for PDEs I
  143, Lederle Graduate Research Tower
  Organizers:
  Yulong Lu, University of Massachusetts Amherst lu@math.umass.edu
  Wuzhe Xu, University of Massachusetts Amherst
  

  • 3:00 p.m.
    A Neural Network Approach for Homogenization of Multiscale Problems
    Jihun Han, Dartmouth College
    Yoonsang Lee*, Dartmouth College
    (1180-65-15579)
  • 4:00 p.m.
    Learning Nonlocal (Integral) Operators for Heterogeneous Material Modeling
    Yue Yu*, Lehigh University
    (1180-45-15584)
  • 5:00 p.m.
    Greedy Training Algorithms for Neural Networks and Applications to PDEs
    Qingguo Hong*, The Pennsylvania State University
    (1180-65-15877)
• Sunday October 2, 2022, 9:00 a.m.-11:00 a.m.
  Special Session on Machine Learning Methods for PDEs II
  143, Lederle Graduate Research Tower
  Organizers:
  Yulong Lu, University of Massachusetts Amherst lu@math.umass.edu
  Wuzhe Xu, University of Massachusetts Amherst
  

  • 8:00 a.m.
    TALK WITHDRAWN: A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks
    Lu Lu, University of Pennsylvania
    Chenxi Wu*, Brown University
    Min Zhu, University of Pennsylvania
    (1180-35-16212)
  • 9:00 a.m.
    Respecting causality is all you need for training physics-informed neural networks
    Sifan Wang*, University of Pennsylvania
    (1180-35-15924)
  • 10:00 a.m.
    Solving PDEs via robust physics informed neural networks and physics informed deep operator networks
    Wuzhe Xu*, University of Massachusetts Amherst
    (1180-35-16220)