Special Session 126: Machine Learning and New Framework for Solving Partial Differential Equations
Organizer(s): Jingrun Chen , Haijun Yu , Shuo Zhang

Parallel Session 14 :: Thursday, 12/19, 13:00-15:00                  Capital Suite 3
 13:00-13:30  Maria K Cameron (University of Maryland, College Park, USA)
 Learning coarse-grained models and quantifying transitions between metastable states in molecules and clusters of interacting particles
 13:30-14:00  Wei Gong (Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Peoples Rep of China)
 A novel shape optimization approach for source identification in elliptic equations
 14:00-14:30  Xia Ji (Beijing institute of technology, Peoples Rep of China)
 A new method using C0IPG for the biharmonic eigenvalue problem
 14:30-15:00  Nitu Kumari (Indian Institute of Technology Mandi, India)
 Solving Reaction Diffusion Equation Using Transformer-based Koopman Autoencoder

Parallel Session 15 :: Thursday, 12/19, 15:15-17:15                Capital Suite 3
 15:45-16:15  Yuwen Li (Zhejiang University, Peoples Rep of China)
 Reduced Krylov Basis Methods

Parallel Session 16 :: Thursday, 12/19, 17:30-19:30                 Capital Suite 3
 17:30-18:00  Chensong Zhang (Academy of Mathematics and Systems Science, Peoples Rep of China)
 A deep learning enabled massive parallel simulator for porous media flow
 18:30-19:00  Shuo Zhang (Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Peoples Rep of China)
 Complex dualities and new solution frameworks