Multivariate conformal uncertainty propagation in multitask atomistic simulation: Successes and pitfalls

Katharine Fisher, Michael Herbst, James Kermode +1

Machine learning has become the standard tool for the design of interatomic potentials which balance efficiency and accuracy, but uncertainty quantification remains an open problem…