Scientifically-Interpretable Reasoning Network (ScIReN): Uncovering the Black-Box of Nature. - Joshua Fan 002; Haodi Xu; Feng Tao; Md Nasim; Marc Grimson; Yiqi Luo; Carla P. Gomes (CoRR, 2025)