Microstructure-Conditioned Surrogate Models for Graded Multiscale Optimization of Mycelium Composites

Emerging sustainable materials increasingly rely on engineered hierarchy and microstructure to achieve control of their properties and mechanical behavior. Optimizing these materials with controllable microstructures requires efficient multiscale simulations. Data-driven surrogate models for the mic