| Time | Speaker | Affiliation | Title |
|---|---|---|---|
| 09:00 - 09:15 | Opening Remarks | ||
| Chair: 董彬 | |||
| 09:15 - 09:45 | 魏轲 Ke Wei | 复旦大学 Fudan University | Recent Progress on the Convergence of Policy Gradient Methods |
| 09:45 - 10:15 | 包承龙 Chenglong Bao | 清华大学 Tsinghua University | Recent Computational Progress in cryo-EM: Data Evaluation and Generation |
| 10:15 - 10:30 | 茶歇 Morning Tea | ||
| 10:30 - 11:00 | 查宏远 Hongyuan Zha | 香港中文大学 The Chinese University of Hong Kong | Fokker Planck Equations and Generative Models |
| 11:00 - 11:30 | 孙剑 Jian Sun | 西安交通大学 Xi'an Jiaotong University | 人工智能生成与泛化的最优传输理论与方法 |
| 11:30 - 12:00 | 吴昊 Hao Wu | 清华大学 Tsinghua University | 最优输运：计算与应用 |
| 12:00 - 14:00 | 午餐 Lunch Break | ||
| Chair: 查宏远 | |||
| 14:00 - 14:30 | 周涛 Tao Zhou | 中国科学院 Chinese Academy of Sciences | Adaptive Sampling for PINNs and Deep Ritz |
| 14:30 - 15:00 | 王涵 Han Wang | 北京应用物理与计算数学研究所 Institute of Applied Physics and Computational Mathematics | Large Atomic Model |
| 15:00 - 15:15 | 茶歇 Afternoon Tea | ||
| 15:15 - 15:45 | 夏克林 Kelin Xia | 南洋理工大学 Nanyang Technological University | Mathematical AI for Molecular Sciences |
| 15:45 - 16:15 | 董彬 Bin Dong | 北京大学 Peking University | Learning to Solve Parametric PDEs |
| 16:15 - 16:45 | 文再文 Zaiwen Wen | 北京大学 Peking University | ODE-based Learning to Optimize |
| 18:00 - 20:30 | 报告人晚宴 Presenters' Dinner 白金汉爵大酒店1楼182厅 | ||
| Time | Speaker | Affiliation | Title |
|---|---|---|---|
| Chair：张小群 | |||
| 09:15 - 09:45 | 史作强 Zuoqiang Shi | 清华大学 Tsinghua University | NSNO: Neumann Series Neural Operator for Solving Helmholtz Equations in Inhomogeneous Medium |
| 09:45 - 10:15 | 吴开亮 Kailiang Wu | 南方科技大学 Southern University of Science and Technology | From Data to Dynamics: Deep Modeling of Unknown Differential Equations |
| 10:15 - 10:30 | 茶歇 Morning Tea | ||
| 10:30 - 11:00 | 石磊 Lei Shi | 复旦大学 Fudan University | Classification with Deep Neural Networks |
| 11:00 - 11:30 | 杨志坚 Zhijian Yang | 武汉大学 Wuhan University | ML-aided Multiscale Modeling and Simulation |
| 11:30 - 12:00 | 郭正初 Zhengchu Guo | 浙江大学 Zhejiang University | Convergence Analysis of Online Learning Algorithms in Reproducing Kernel Hilbert Space |
| 12:00 - 13:30 | 午餐 Lunch Break | ||
| Chair: 杨志坚 | |||
| 13:30 - 14:00 | 郭玲 Ling Guo | 上海师范大学 Shanghai Normal University | Uncertainty Quantification in Scientific Machine Learning |
| 14:00 - 14:30 | 闫亮 Liang Yan | 东南大学 Southeast University | 基于深度学习的数值反演算法及应用 |
| 14:30 - 15:00 | 张小群 Xiaoqun Zhang | 上海交通大学 Shanghai Jiao Tong University | Generative Models for Medical Imaging: from Image Reconstruction to Image Syntheses |
| 15:00 - 15:15 | 茶歇 Afternoon Tea | ||
| Chair: 石磊 | |||
| 15:15 - 15:45 | 高卫国 Weiguo Gao | 复旦大学 Fudan University | Magnifying the Three Phases of GAN Training — Fitting, Refining and Collapsing |
| 15:45 - 16:15 | 张镭 Lei Zhang | 上海交通大学 Shanghai Jiao Tong University | Operator Learning for Musicale PDEs |