AI Uncovers Key Descriptors Behind Water's Anomalous Freezing

Researchers at the University of Osaka use an AI framework to compare 16 descriptors of water’s local structure in the supercooled regime, training on molecular dynamics data to identify which descriptors best distinguish high-density and low-density water structures as temperature varies, aiding understanding of water’s unusual thermodynamics.