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1D linear advection prediction on 1D linear advection in-range (test)

1.166Relative L2 ErrorKAPI predictor
0.874642.841324.8086.77468Apr 10, 2026

Evaluation results

MethodLinks
KAPI predictorTest case (x0, ν)=(0.65, 0.04)2026.041.166
FiLM-HyperPINNTest case (x0, ν)=(0.65, 0.04)2026.042.047
PI-DeepONetTest case (x0, ν)=(0.50, 0.07)2026.042.95
KAPI predictorTest case (x0, ν)=(0.50, 0.07)2026.044.022
FiLM-HyperPINNTest case (x0, ν)=(0.50, 0.07)2026.045.581
PI-DeepONetTest case (x0, ν)=(0.65, 0.04)2026.048.45