90 citations · 90 across the 1 of their papers we have counts for
3 papers
Gaussian approximation potentials for body-centered-cubic transition metals
Jesper Byggmästar, Kai Nordlund, Flyura Djurabekova
We develop a set of machine-learning interatomic potentials for elemental V, Nb, Mo, Ta, and W using the Gaussian approximation potential framework. The potentials show good accura…
Dynamical stability of radiation-induced C15 clusters in iron
Jesper Byggmästar, Fredric Granberg
Density functional theory predicts clusters in the form of the C15 Laves phase to be the most stable cluster of self-interstitials in iron at small sizes. The C15 clusters can form…
Machine-learning interatomic potential for radiation damage and defects in tungsten
Jesper Byggmästar, Ali Hamedani, Kai Nordlund +1
We introduce a machine-learning interatomic potential for tungsten using the Gaussian Approximation Potential framework. We specifically focus on properties relevant for simulation…