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ResearchFormerly WizWand

PDE Solving on Heat 2d+time (test)

0.0023Rel. MSENeural Solver
-0.0358380.2216590.4791550.736651Oct 9, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Neural SolverLearning Paradigm=Neural Solver2024.100.0023
PINOLearning Paradigm=Hybrid2024.100.0091
PPINNsLearning Paradigm=Unsupervised2024.100.127
P2INNsLearning Paradigm=Unsupervised2024.100.178
PO-DeepONetLearning Paradigm=Unsupervised2024.100.443
MLP + basisLearning Paradigm=Supervised2024.100.6
PINNS-multi-optLearning Paradigm=Unsupervised2024.100.61
PI-DeepONetLearning Paradigm=Hybrid2024.100.918
PINNs+L-BFGSLearning Paradigm=Unsupervised2024.100.956