Yongbin Yang

Graph-theoretic active learning for the closed-loop discovery of stochastic heterogeneous composites

The inverse design of resilient infrastructure materials is hindered by the combinatorial complexity inherent in optimizing stochastic, heterogeneous microstructures. Traditional Euclidean deep learning architectures, such as Convolutional Neural Networks (CNNs), fail to efficien...