Maciej Balajewicz | DeepAI

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Featured Co-authors

Pedram Hassanzadeh
13 publications
Rambod Mojgani
4 publications
Francisco J. Gonzalez
1 publication

research

∙ 05/05/2022

Lagrangian PINNs: A causality-conforming solution to failure modes of physics-informed neural networks

Physics-informed neural networks (PINNs) leverage neural-networks to fin...

37 Rambod Mojgani, et al. ∙

research

∙ 06/28/2020

Physics-aware registration based auto-encoder for convection dominated PDEs

We design a physics-aware auto-encoder to specifically reduce the dimens...

1 Rambod Mojgani, et al. ∙

research

∙ 08/03/2018

Learning low-dimensional feature dynamics using deep convolutional recurrent autoencoders

Model reduction of high-dimensional dynamical systems alleviates computa...

0 Francisco J. Gonzalez, et al. ∙