ResearchBenchmarksSolving Partial Differential Equations on Committor E.2.4Follow0.791L2 Abs ErrorFK-PINNs0.781520.845510.90950.97349May 30, 2026Evaluation ResultsMethodMethodLinksL2 Abs ErrorL2 Rel ErrorH1 Abs ErrorH1 Rel ErrorFK-PINNs2026.050.7910.031.4950.153FK-PINNsAveraging=5 independen...Averaging=5 independent runs2026.050.7910.031.4950.153PINNs2026.051.0280.8393.1540.547PINNsAveraging=5 independen...Averaging=5 independent runs2026.051.0280.8393.1540.547