publications
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2024
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Extended Galerkin neural network approximation of singular variational problems with error controlarXiv preprint arXiv:2405.00815, 2024
2023
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Rheol. ActaMachine learning methods for particle stress development in suspension Poiseuille flowsRheologica Acta, 2023
2022
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CMAMEGalerkin neural network approximation of singularly-perturbed elliptic systemsComputer Methods in Applied Mechanics and Engineering, 2022
2021
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SISCGalerkin neural networks: A framework for approximating variational equations with error controlSIAM Journal on Scientific Computing, 2021
2016
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COMP. GEO.A semi-implicit method for incompressible three-phase flow in porous mediaComputational Geosciences, 2016