Generative Inverse Design with Abstention via Diagonal Flow Matching

Miguel de Campos, Werner Krebs, Hanno Gottschalk

Inverse design aims to find design parameters $x$ achieving target performance $y^{\ast }$. Generative approaches learn bidirectional mappings between designs and labels, enabling divers…