Two-Stage Surrogate Modeling for Data-Driven Design Optimization with Application to Composite Microstructure Generation

Farhad Pourkamali-Anaraki, Jamal F. Husseini, Evan J. Pineda +2

This paper introduces a novel two-stage machine learning-based surrogate modeling framework to address inverse problems in scientific and engineering fields. In the first stage of…