On-the-Fly Machine-Learned Force Fields for High-Fidelity Polymer Glass Transition Simulations

Ashutosh Srivastava, Sakshi Agarwal, Shivank Shukla +2

Predicting polymer glass transition temperatures (Tg) with first-principles fidelity has long remained out of reach, as cooling multi-thousand-atom systems over a broad temperature…