List your company

Boundary Adaptation on 2D Poisson problem

1.02PDE MSELast-layer fine-tuning (at t_sub)
0.88281.80892.7353.6611Jun 4, 2026

Evaluation results

MethodLinks
Last-layer fine-tuning (at t_sub)Time (s)=6.02026.061.025.511.55
Full fine-tuning (at t_sub)Time (s)=6.02026.061.922.795.31
Last-layer fine-tuning (at end)Time (s)=969.52026.062.092.592.07
Subspace projectionTime (s)=6.02026.063.132.163.78
Base modelTime (s)=—2026.063.356.67—
Full fine-tuning (at end)Time (s)=940.92026.064.452.643.63