A Physics-Driven Operator Learning Technique for Predicting Mechanical Deformations in Heterogeneous Microstructures

This work introduces a physics-driven operator learning technique that maps the elastic property distribution within a heterogeneous microstructure to the corresponding mechanical deformation and stress fields, without relying on any labeled data from other numerical solvers.