Lejla S. Biberic

Using structure to evaluate the accuracy and transferability of machine learning potentials of biomolecules

Molecular simulation is a powerful tool to describe chemical and physical processes across length scales. Fundamental tradeoffs between the accuracy of quantum mechanics and speed of classical models makes simulating biosystems very difficult. Machine learning potentials (MLPs) offer a potential solution which combines...