AMS Sectional Meeting AMS Special Session
Current as of Saturday, April 11, 2020 03:30:04
Spring Central Sectional Meeting
- Purdue University, West Lafayette, IN
- April 4-5, 2020 (Saturday - Sunday)
- Meeting #1157
Georgia Benkart, AMS benkart@math.wisc.edu
Special Session on Scientific Machine Learning
-
Saturday April 4, 2020, 8:30 a.m.-11:20 a.m.
Special Session on Scientific Machine Learning
Room 019, University Hall
Organizers:
Tong Qin, The Ohio State University qin.428@osu.edu
Dongbin Xiu, The Ohio State University
-
8:30 a.m.
A homotopy training algorithm for fully connected neural networks and applications in solving PDEs.
Wenrui Hao*, Penn State University
(1157-65-135) -
9:00 a.m.
Data-driven discovery of differential equations with random initial and boundary conditions using subsampling-based robust Bayesian method.
Guang Lin*, Purdue University
Sheng Zhang, Purdue University
(1157-65-131) -
9:30 a.m.
Proxy point method for analytical compression of kernel matrices.
Jianlin Xia*, Purdue University
Xin Ye, Purdue University
Lexing Ying, Stanford University
(1157-15-446) -
10:00 a.m.
Bifidelity data-assisted Neural Network Approximation in Reduced Order Modeling for time-dependent PDEs.
Xueyu Zhu*, University of Iowa
Chuan Lu, University of Iowa
(1157-65-462) -
10:30 a.m.
Data-driven governing equations approximation using deep neural networks.
Tong Qin*, The Ohio State University
Zhen Chen, The Ohio State University
John Jakeman, Sandia National Laboratories
Dongbin Xiu, The Ohio State University
(1157-65-262) -
11:00 a.m.
On generalized residue network for deep learning of unknown dynamical systems.
Zhen Chen*, The Ohio State University
Dongbin Xiu, The Ohio State University
(1157-65-264)
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8:30 a.m.
Inquiries: meet@ams.org
