On-the-Fly Fine-Tuning of Foundational Neural Network Potentials: A Bayesian Neural Network Approach

Tim Rensmeyer, Denis Kramer, Oliver Niggemann

Due to the computational complexity of evaluating interatomic forces from first principles, the creation of interatomic machine learning force fields has become a highly active fie…