From oligomers to entangled polymers: How to train a transferable machine learning interatomic potential

Mirko Fischer, Andreas Heuer

Over the past decade, Machine Learning Interatomic Potentials (MLIPs) have emerged as a powerful technique for performing molecular dynamics (MD) simulations with nearly ab initio…