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2D Poisson prediction on 2D Poisson (in-range)

0.012Relative L2 ErrorKAPI predictor
0.0100060.0231280.036250.049372Apr 10, 2026

Evaluation results

MethodLinks
KAPI predictorTest case (x0, y0, ν)=(0.45, 0.55, 0.09)2026.040.012
PI-DeepONetTest case (x0, y0, ν)=(0.45, 0.55, 0.09)2026.040.0135
FiLM-HyperPINNTest case (x0, y0, ν)=(0.50, 0.50, 0.07)2026.040.0166
KAPI predictorTest case (x0, y0, ν)=(0.50, 0.50, 0.07)2026.040.0201
PI-DeepONetTest case (x0, y0, ν)=(0.50, 0.50, 0.07)2026.040.0295
FiLM-HyperPINNTest case (x0, y0, ν)=(0.45, 0.55, 0.09)2026.040.0606