Marco Hoffmann, Thomas Specht, Quirin Göttl, Jakob Burger, Stephan Mandt, Hans Hasse, Fabian Jirasek. "Thermodynamically consistent machine learning model for excess Gibbs energy." Nature Communications, 2026. doi:10.1038/s41467-026-71430-y