249 citations · 256 across the 4 of their papers we have counts for
3 papers · 1 filter
AI-assisted prediction of catalytically reactive hotspots in nanoalloys
Jolla Kullgren, Peter Broqvist, Ageo Meier de Andrade +3
Nanoalloys offer a unique opportunity to tailor chemical properties through changes in composition, shape, and size. However, this flexibility introduces complexity that challenges…
A foundation model for atomistic materials chemistry
Ilyes Batatia, Philipp Benner, Yuan Chiang +85
Atomistic simulations of matter, especially those that leverage first-principles (ab initio) electronic structure theory, provide a microscopic view of the world, underpinning much…
Fortnet, a software package for training Behler-Parrinello neural networks
Tammo van der Heide, Jolla Kullgren, Peter Broqvist +3
A new, open source, parallel, stand-alone software package (Fortnet) has been developed, which implements Behler-Parrinello neural networks. It covers the entire workflow from feat…