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08/22/2023
Multi-level Neural Networks for Accurate Solutions of Boundary-Value Problems
The solution to partial differential equations using deep learning appro...
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07/26/2023
Operator approximation of the wave equation based on deep learning of Green's function
Deep operator networks (DeepONets) have demonstrated their capability of...
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03/10/2023
Optimal Design of Validation Experiments for the Prediction of Quantities of Interest
Numerical predictions of quantities of interest measured within physical...
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01/25/2023
PGD reduced-order modeling for structural dynamics applications
We propose in this paper a Proper Generalized Decomposition (PGD) approa...
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03/04/2022
Coupling approaches for classical linear elasticity and bond-based peridynamic models
Local-nonlocal coupling approaches provide a means to combine the comput...
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08/22/2020
