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ResearchFormerly WizWand

PDE Solving on Advections (test)

0.0007Relative MSEPINO
-0.0219230.1304510.2828260.4352Oct 9, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PINOLearning Paradigm=Hybrid2024.100.0007
OursLearning Paradigm=Hybrid2024.100.0054
MLP + basisLearning Paradigm=Supervised2024.100.069
PI-DeepONetLearning Paradigm=Hybrid2024.100.426
PPINNsLearning Paradigm=Unsupervised2024.100.45
PO-DeepONetLearning Paradigm=Unsupervised2024.100.565