works on
gaussian process regression 1metamaterials 1reliability-based design optimization 1structure-property mapping 1uncertainty quantification 1

From the 1 of 3 linked papers with an AI index.

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2026

Uncertainty-Aware Structure-Property Mapping of Spinodoid Metamaterials via Heteroscedastic Gaussian Process Regression

Minwoo Park, Junseo Park, Mingyu Lee +4

The paper introduces a framework that uses heteroscedastic Gaussian process regression to model the uncertainty in the relationship between spinodoid metamaterial structures and th…