ResearchBenchmarksPDE Solving on 5D-Heat equationFollow0.0008Relative L2 ErrorDCGD0.0004440.0028470.005250.007653Sep 27, 2024Evaluation ResultsMethodMethodLinksRelative L2 ErrorDCGD2024.090.0008MultiAdam2024.090.0009DCGD+NTKloss balancing=NTKloss balancing=NTK2024.090.0009DCGD+LRAloss balancing=LRAloss balancing=LRA2024.090.0012Aligned-MTL2024.090.0013NTK2024.090.0027CAGrad2024.090.0043LRA2024.090.0052PCGrad2024.090.0083Adam2024.090.0097