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Papers Benchmarks Datasets Tasks

Physics-Informed Machine Learning research benchmarks · SOTA2 Research

Physics-Informed Machine Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Convection (test)

2.76Density Residual Rd

2

May 27, 2026

1D-Reaction (test)

2.6Rd Rate (rho)

2

May 27, 2026

1.15Rd (Residual Density)

2

May 27, 2026

Popular datasets

Convection 1D wave 1D-Reaction

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