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Forward Numerical PDE Solving on Time-fractional Mixed Diffusion-Wave Equation (TFMDWE)

2.85Relative L2 ErrorAdamFLIP
2.65563.96785.286.5922May 8, 2026

Evaluation results

MethodLinks
AdamFLIPConstraint=✓, WT (s)=502026.052.851.421.478.87
FL-PINNConstraint=✓, WT (s)=522026.054.261.364.21.19
trSQP-PINNConstraint=✓, WT (s)=1052026.054.561.692.98.13
AL-PINNConstraint=✓, WT (s)=532026.054.931.115.167.88
Standard PINNConstraint=✗, WT (s)=562026.057.711.652.191.07