2 papers
physics.chem-ph2026
HiPoly: a hierarchical polymer-native AI framework for property prediction and generative design
Ge Sun, Gervasio Zaldivar, Yuan Tian +5
Polymeric materials are central to modern technologies, with applications ranging from energy to health and transportation. Although AI has made significant advances in materials d…
physics.chem-ph2023
Prediction of Diblock Copolymer Morphology via Machine Learning
Hyun Park, Boyuan Yu, Juhae Park +4
A machine learning approach is presented to accelerate the computation of block polymer morphology evolution for large domains over long timescales. The strategy exploits the separ…