Breaking Kolmogorov-width barriers in model reduction using deep convolutional autoencoders

Name: Breaking Kolmogorov-width barriers in model reduction using deep convolutional autoencoders
Start: 2019-06-07T12:00:00Z
End: 2019-06-08T01:00:00Z
Location: University of Washington

Kookjin Lee, Kevin Carlberg

Slides

Projection and reconstruction with 3-dimensional autoencoder manifold much more accurate than projection and reconstruction with 3-dimensional POD subspace

Date

Jun 7, 2019 — Jun 8, 2019

Event

Physics Informed Machine Learning Workshop

Location

University of Washington