AIMS Main Page
Login
Register
The AIMS Conference Series
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
15:15-15:45
Tiexiang Li
(Southeast University, Peoples Rep of China)
Ball Mass-preserving Parameterizations with Applications on Brain Tumor Segmentations
15:45-16:15
Yuwen Li
(Zhejiang University, Peoples Rep of China)
Reduced Krylov Basis Methods
16:15-16:45
Haiyan Su
(Xinjiang University, Peoples Rep of China)
Dual-robust iterative analysis of divergence-conforming IPDG FEM for thermally coupled inductionless MHD system
16:45-17:15
Haijun Yu
(Academy of Mathematics and Systems Science, Chinese Academy of Science, Peoples Rep of China)
Deep Neural Networks with Rectified Power Units: Efficient Training and Applications in Partial Differential Equations
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
18:00-18:30
Xiang ZHOU
(City University of Hong Kong, Hong Kong)
Weak Generative Sampler to Solve High - Dimensional PDEs for Stochastic Models: Efficiency and Adaptivity
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
19:00-19:30
Chunmei Su
(Tsinghua University, Peoples Rep of China)
Structure-preserving parametric finite element methods for curve diffusion