This paper considers the open challenge of identifying complete, concise, and explainable quantitative microstructure representations for disordered heterogeneous material systems. Completeness conciseness have been achieved through existing data-driven methods, e.g., deep generative models, which, however, do not provide mathematically latent representations. study investigates composed three-...