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MS16

Title: Recent Advances in Mechanism-Informed Data-Driven Methods: Theories and Applications

Session 1

Name of the speaker Title University
Zheng Ma Solving PDE Inverse Problems with Generative Models and Their Applications Shanghai Jiao Tong University
Jianbo Cui A Supervised Learning Scheme for Computing Hamilton-Jacobi Equation via Density Coupling The Hong Kong Polytechnic University
Liu Liu A Multi-Fidelity Method in Velocity Discretization for the Boltzmann Equation The Chinese University of Hong Kong
Roy He Identifying Differential Equations from Single Noisy Trajectories with Sparsity Control City University of Hong Kong

Session 2

Name of the speaker Title University
Chao Wang Variational Bayesian Network for Depth Estimation and Image Restoration from a Defocused Image Southern University of Science and Technology
Tao Luo Quantifying Training Diffculty and Accelerating Convergence in Neural Network-Based PDE Solvers Shanghai Jiao Tong University
Haixia Liu A Novel First-Order Preconditioned Algorithm for Total Variation Minimization Huazhong University of Science and Technology
Cheng Tang WG-IDENT: Weak Group Identification of PDEs with Varying Coeffcients Hong Kong Baptist University