Tag: Basis function
Post-training pruning makes moment tensor potentials faster
What the study found The study found that a post-training, cost-aware pruning strategy can remove expensive basis functions from Moment Tensor Potentials (MTPs) with minimal loss of accuracy. Applied to nickel and silicon-oxygen systems, the resulting models were up to seven times faster than standard MTPs. Why the authors say this matters The authors say…