Chao Chen

MBAvol: An Interpretable Descriptor Scheme for Crystal-Density Modeling of HEDM

Abstract Machine learning (ML) offers an efficient route to predict properties of high-energy-density materials (HEDMs), but conventional models often have limited interpretability and out-of-sample accuracy. Here, we introduce the multibody approximation volume descriptor (MBAvo...