Conditional Flow Matching for ML-Based Inverse Design Problems
Comparing CFM against conditional Diffusion and cGAN across structural and thermal benchmarks from EngiBench under matched downstream optimization conditions supports CFM as a competitive warm-start prior for engineering inverse design, substantially reducing inference cost relative to the evaluated Diffusion baseline...
Juliana Felder, Milad Habibi, Soheyl Massoudi et al.
· MATEC Web of Conferences · 0 citations