ResearchBenchmarksParameter inversion on EBInv (L2RE)Parameter inversion on EBInv (L2RE)Follow0.0695L2REP-PINN0.0410.2333750.425750.618125Feb 23, 2026Evaluation resultsMethodMethodLinksL2REP-PINN2026.020.0695PINNtraining_set=full nois...training_set=full noisy dataset2026.020.25D-PINNdropout_rate=0.1, MC_s...dropout_rate=0.1, MC_samples=502026.020.39B-PINNprior=i.i.d. zero-mean...prior=i.i.d. zero-mean Gaussian, samples=502026.020.782