MS17

Title: Scientific computing and machine learning

Session 1

Name of the speaker	Title	University
Yiqi Gu	Layer separation models with weighted auxiliary variables in deep learning	University of Electronic Science and Technology
Zhengyu Huang	Point Cloud Neural Operator for Parametric PDEs on Complex and Variable Geometries	Peking University
Hao Liu	Operator Learning and Neural Scaling Laws	Hong Kong Baptist University,

Session 2

Name of the speaker	Title	University
Junchi Yan	Generative models for combinatoial problems	Shanghai Jiao Tong University
Linlin Zhong	Operator learning-based low-temperature plasma simulation	Southeast University
Bin Gao	Low-rank optimization on matrix and tensor varieties	Chinese Academy of Science
Tao Xiong	A DeepONet-based solver for multiscale kinetic equations	University of Science and Technology of China

Session 2

Name of the speaker	Title	University
Zhiwen Zhang	Neural Network Poisson–Boltzmann Electrostatics for Biomolecular Interactions	The University of Hong Kong,
Yuwen Li	Higher Order Approximation Rates for ReLU CNNs in Korobov Spaces	Zhejiang University
Juncai He	Multigrid-Structured Neural Operators: Theories, Algorithms, and Applications	Tsinghua University
Huayi Wei	SOPTX: A High-Performance Multi-Backend Framework for Topology Optimization	School of Mathematics and Computational Science, Xiangtan