ResearchBenchmarksPDE Solving on Viscous Burgers' equationFollow0.0104Relative L2 ErrorDCGD+LRA-0.0283040.2329480.49420.755452Sep 27, 2024Evaluation ResultsMethodMethodLinksRelative L2 ErrorDCGD+LRAloss balancing=LRAloss balancing=LRA2024.090.0104DCGD+NTKloss balancing=NTKloss balancing=NTK2024.090.0113DCGD2024.090.0124PCGrad2024.090.0159LRA2024.090.018NTK2024.090.0224Aligned-MTL2024.090.0294CAGrad2024.090.0321Adam2024.090.0683MultiAdam2024.090.0875MGDA2024.090.978