Low-Scaling Algorithm for Nudged Elastic Band Calculations Using a Surrogate Machine Learning Model

José A. Garrido Torres, Paul C. Jennings, Martin H. Hansen +2

We present the incorporation of a surrogate Gaussian Process Regression (GPR) atomistic model to greatly accelerate the rate of convergence of classical Nudged Elastic Band (NEB) c…