openalexProceedings of the National Academy of Sciences2026-07-24
A unified machine-learning framework for ab initio multiscale modeling of liquids
Understanding and predicting the behavior of liquid matter across length scales—using only the microscopic interactions encoded in the Schrödinger equation—remains a central challenge in the physical sciences. Achieving this goal requires not only an accurate and efficient descri…