GUST: Quantifying Free-Form Geometric Uncertainty of Metamaterials Using Small Data

Jiahui Zheng, Cole Jahnke, Wei "Wayne" Chen

This paper introduces GUST (Generative Uncertainty learning via Self-supervised pretraining and Transfer learning), a framework for quantifying free-form geometric uncertainties in…