
AI reveals water’s secret: two interchanging structures in liquid form
A Nature Physics study used an unsupervised AI trained on 74 million simulated water configurations to uncover two distinct molecular arrangements in liquid water—Structure A dense and disordered, Structure B light and ordered—that continually swap across various temperatures and pressures. This supports the long-suspected two-structure theory and paves the way for experimental validation of water’s dual structure.









