Ben Erichson
176 subscribers
1:16:17
Hybrid physics-data modeling in fluid dynamics
Ben Erichson
262 views • 1 year ago
47:00
Differentiable Programming for Modeling and Control of Dynamical Systems
Ben Erichson
192 views • 1 year ago
1:11:50
Learning operators using deep neural networks for multiphysics, multiscale, & multifidelity problems
Ben Erichson
3.6K views • 1 year ago
56:02
Data-driven prediction of dynamical systems from partial observations
Ben Erichson
137 views • 1 year ago
1:04:46
Training and Dynamics of Recurrent Neural Networks
Ben Erichson
63 views • 1 year ago
1:09:29
Comparing statistical forecasting models across a space of chaotic systems
Ben Erichson
181 views • 2 years ago
52:08
Exploiting Symmetry in Deep Dynamics Models For Improved Generalization
Ben Erichson
53 views • 2 years ago
1:02:30
Solving/learning nonlinear PDEs and completing computational graphs with GPs
Ben Erichson
148 views • 2 years ago
1:26:22
Understanding Neural Net Training Dynamics in Tractable Slices
Ben Erichson
180 views • 2 years ago
1:04:50
Learning Green's functions associated with elliptic PDEs
Ben Erichson
260 views • 2 years ago
56:35
A Mathematical Perspective of Machine Learning
Ben Erichson
413 views • 2 years ago
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