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Radial Kernel Problem

Benchmarks

TaskDatasetSOTA resultTrendResults

Operator Learning (Forward PDE Solver)

Radial Kernel Problem OOD1 (test)

6.35Operator Test Error

16

Operator Learning (Forward PDE Solver)

Radial Kernel Problem ID (test)

1.07Operator Test Error (%)

16

Inverse PDE Kernel Learning

Radial Kernel Problem OOD1 (test)

9.14Kernel Test Error

15

Inverse PDE Kernel Learning

Radial Kernel Problem ID (test)

4.63Kernel Test Error

15