Search Results for author: Mario Lino Valencia

Found 2 papers, 1 papers with code

Fully Convolutional Approach for Simulating Wave Dynamics

no code implementations1 Jan 2021 Mario Lino Valencia, Chris D Cantwell, Eduardo Pignatelli, Stathi Fotiadis, Anil Anthony Bharath

In this work, we investigate the performance of fully convolutional networks to predict the motion and interaction of surface waves in open and closed complex geometries.

Comparing recurrent and convolutional neural networks for predicting wave propagation

1 code implementation ICLR Workshop DeepDiffEq 2019 Stathi Fotiadis, Eduardo Pignatelli, Mario Lino Valencia, Chris Cantwell, Amos Storkey, Anil A. Bharath

Dynamical systems can be modelled by partial differential equations and numerical computations are used everywhere in science and engineering.

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