A Physics-Informed Chemical Rule for Topological Materials Discovery
This paper introduces a physics-informed, interpretable linear framework that integrates compositional, orbital, and crystallographic descriptors to rapidly and accurately identify topological materials, overcoming the limitations of composition-only heuristics by distinguishing polymorphs and enabling high-throughput discovery where conventional symmetry indicators fail.