research
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05/16/2023
Deep Fourier Residual method for solving time-harmonic Maxwell's equations
Solving PDEs with machine learning techniques has become a popular alter...
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04/04/2023
Machine Learning Discovery of Optimal Quadrature Rules for Isogeometric Analysis
We propose the use of machine learning techniques to find optimal quadra...
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10/25/2022
A Deep Fourier Residual Method for solving PDEs using Neural Networks
When using Neural Networks as trial functions to numerically solve PDEs,...
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10/30/2021
