Search Results for author: Eduardo Pignatelli

Found 5 papers, 1 papers with code

Estimation of fibre architecture and scar in myocardial tissue using electrograms: an in-silico study

no code implementations6 Dec 2022 Konstantinos Ntagiantas, Eduardo Pignatelli, Nicholas S. Peters, Chris D. Cantwell, Rasheda A. Chowdhury, Anil A. Bharath

We adapt a wavelet-based surrogate testing analysis to confirm that the inferred conductivity distribution is an accurate representation of the ground truth input to the model.

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.

Simulating Surface Wave Dynamics with Convolutional Networks

no code implementations1 Dec 2020 Mario Lino, Chris Cantwell, Stathi Fotiadis, Eduardo Pignatelli, Anil Bharath

We investigate the performance of fully convolutional networks to simulate 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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