2 papers
physics.comp-ph2026
Constitutive Priors for Inverse Design
Jinkyo Han, Bahador Bahmani
With recent advances in material synthesis and additive manufacturing, material systems can be designed to achieve prescribed mechanical responses. An important class of such probl…
cs.LG2026
A Multimodal Conditional Mixture Model with Distribution-Level Physics Priors
Jinkyo Han, Bahador Bahmani
Many scientific and engineering systems exhibit intrinsically multimodal behavior arising from latent regime switching and non-unique physical mechanisms. In such settings, learnin…