Search Results for author: Stef Garasto

Found 3 papers, 2 papers with code

Disentangled Generative Models for Robust Prediction of System Dynamics

1 code implementation26 Aug 2021 Stathi Fotiadis, Mario Lino, Shunlong Hu, Stef Garasto, Chris D Cantwell, Anil Anthony Bharath

Deep neural networks have become increasingly of interest in dynamical system prediction, but out-of-distribution generalization and long-term stability still remains challenging.

Disentanglement Out-of-Distribution Generalization

Approximating the solution to wave propagation using deep neural networks

1 code implementation4 Dec 2018 Wilhelm E. Sorteberg, Stef Garasto, Alison S. Pouplin, Chris D. Cantwell, Anil A. Bharath

In this work, we suggest a neural network capable of understanding a specific physical phenomenon: wave propagation in a two-dimensional medium.

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