Ryan Lopez | DeepAI

DeepAI

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Paul J Atzberger
10 publications

research

∙ 06/10/2022

GD-VAEs: Geometric Dynamic Variational Autoencoders for Learning Nonlinear Dynamics and Dimension Reductions

We develop data-driven methods incorporating geometric and topological i...

0 Ryan Lopez, et al. ∙

research

∙ 12/07/2020

Variational Autoencoders for Learning Nonlinear Dynamics of Physical Systems

We develop data-driven methods for incorporating physical information fo...

0 Ryan Lopez, et al. ∙