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domain decomposition

5 papers

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Co-occurring keywords

partial differential equation (222) scientific machine learning (23) neural operator (74) physics simulation (129) covariance function (25) non-uniform datum (2) surrogate modeling (24) multilevel method (1) unsupervised loss (3) unstructured grid (1)

Papers

PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs NIPS 2024
MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods ICML 2023
NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data ICML 2023
Learning Interface Conditions in Domain Decomposition Solvers NIPS 2022
Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets JMLR 2011