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About
President
Governance
Partner Institutions
Visit
People
Management
Faculty
Postdocs
Visiting Scholars
Staff
Research
Research Groups
Courses
Seminars
Join Us
Faculty
Postdocs
Students
Events
Conferences
Workshops
Forum
Life @ BIMSA
Accommodation
Transportation
Facilities
Tour
News
News
Announcement
Downloads
Qiuzhen College, Tsinghua University
Yau Mathematical Sciences Center, Tsinghua University (YMSC)
Tsinghua Sanya International  Mathematics Forum (TSIMF)
Shanghai Institute for Mathematics and  Interdisciplinary Sciences (SIMIS)
BIMSA > BIMSA-Tsinghua Seminar on Machine Learning and Differential Equations
BIMSA-Tsinghua Seminar on Machine Learning and Differential Equations
Differential equations can describe various natural and social phenomena. Machine learning is a powerful and effective way in solving and discovering differential equations. The aim of this seminar is to invite eminent scholars from home and abroad to deliver talks on machine learning and differential equations every week.
Organizers
Fan Sheng Xiong , Wu Yue Yang , Wen An Yong , Yi Zhu
Date
1st September, 2022 ~ 5th January, 2023
Previous Talks
Learning Nonlocal Constitutive Models with Neural Operators
Speaker: Jiequn Han
Time: Thursday, December 22, 2022 10:00 AM - 11:30 AM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
探索神经网络解微分方程的理论与应用
Speaker: Zhiqin Xu
Time: Thursday, December 15, 2022 10:00 AM - 11:30 AM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Approximation Theory of Deep Learning from the Dynamical Systems Viewpoint
Speaker: Qianxiao Li
Time: Thursday, December 8, 2022 10:00 AM - 11:30 AM
Venue: Online Online: Zoom 537 192 5549 Password: BIMSA
基于深度学习的地震勘探速度建模
Speaker: Jianwei Ma
Time: Thursday, December 1, 2022 10:00 AM - 11:30 AM
Venue: Online Online: Zoom 537 192 5549 Password: BIMSA
Deep adaptive sampling for numerical PDEs
Speaker: Tao Zhou
Time: Thursday, November 24, 2022 10:00 AM - 11:30 AM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Symmetry-preserving machine learning for computer vision, scientific computing, and distribution learning
Speaker: Wei Zhu
Time: Thursday, November 17, 2022 10:00 AM - 11:30 AM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Data driven method to learn the stochastic dynamical systems and its application in polymer dynamics
Speaker: Xiaoli Chen
Time: Thursday, November 10, 2022 9:00 AM - 10:30 AM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Neural Nets and Numerical PDEs
Speaker: Zhiqiang Cai
Time: Thursday, November 3, 2022 10:00 AM - 11:30 AM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Learning operators using deep neural networks for multiphysics, multiscale & multifidelity problems
Speaker: Lu Lu
Time: Thursday, October 27, 2022 10:00 AM - 11:00 AM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Data-Driven Modeling and Learning Using the Weak Form
Speaker: David Bortz
Time: Thursday, October 20, 2022 8:50 AM - 12:15 PM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Deep Neural Network Algorithms for Oscillatory Flows, Causality Operators, and High Dimensional Fokker-Planck Equations
Speaker: Wei Cai
Time: Thursday, October 13, 2022 10:15 AM - 11:15 AM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Physics-Informed Neural Networks for Scientific Computations: Algorithms and Applications
Speaker: Ameya D. Jagtap
Time: Thursday, October 13, 2022 9:00 AM - 10:00 AM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Deep learning molecular dynamics simulation
Speaker: (IAPCM) Han Wang
Time: Thursday, September 29, 2022 10:00 AM - 11:30 AM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Data-driven Discovery of Physics
Speaker: (RUC) Hao Sun
Time: Thursday, September 22, 2022 10:00 AM - 11:30 AM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Differential Equation Model via Semi-supervised Learning
Speaker: Zuo Qiang Shi
Time: Thursday, September 15, 2022 10:30 AM - 12:00 PM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
From Neural PDEs to Neural Operators: Blending data and physics for fast predictions
Speaker: George Em Karniadakis
Time: Thursday, September 8, 2022 8:50 AM - 12:15 PM
Venue: 1129B Online: Zoom 537 192 5549 Password: BIMSA
Beijing Institute of Mathematical Sciences and Applications
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北京市怀柔区 河防口村544号
北京雁栖湖应用数学研究院 101408

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Email. administration@bimsa.cn

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