We develop deterministic, physics-based computational frameworks grounded in non-equilibrium statistical mechanics to decode macromolecular dynamics, allosteric pathways, and conformational transitions.
Our methodology provides zero-homology transferability and rigorous microscopic rationales for academic laboratories, drug discovery teams, and structural biology initiatives.