SPDEBench supplies standardized datasets, baselines, and metrics for machine-learning approximation of stochastic PDEs and finds that SPDE-aware architectures outperform generic operator learners.
SPDEBench: An Extensive Benchmark for Learning Regular and Singular Stochastic PDEs
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SPDEBench: An Extensive Benchmark for Learning Stochastic PDEs
SPDEBench supplies standardized datasets, baselines, and metrics for machine-learning approximation of stochastic PDEs and finds that SPDE-aware architectures outperform generic operator learners.