AI uncovers water's hidden two-liquid structure at the molecular level

AI-assisted analysis of massive molecular-dynamics simulations provides evidence for water’s long-sought two-liquid picture—the coexistence and interconversion of high-density and low-density local structures—with two distinct energy-barrier pathways that depend on temperature, strengthening the two-state hypothesis and potentially explaining water’s anomalous behavior and its role in biological systems.