Predicting electronic screening for fast Koopmans spectral functional calculations

Y Schubert, S Luber, N Marzari, E Linscott - npj Computational …, 2024 - nature.com
Koopmans spectral functionals are a powerful extension of Kohn-Sham density-functional
theory (DFT) that enables the prediction of spectral properties with state-of-the-art accuracy …

Teaching oxidation states to neural networks

C Malica, N Marzari - arxiv preprint arxiv:2412.01652, 2024 - arxiv.org
While the accurate description of redox reactions remains a challenge for first-principles
calculations, it has been shown that extended Hubbard functionals (DFT+ U+ V) can provide …

Designing Two-Dimensional Materials With Novel Spin Degrees of Freedom

P Minch - 2024 - search.proquest.com
The central aim of this thesis is to explore the interplay between reduced dimensions in two-
dimensional (2D) materials and magnetism. How reduced dimensionality of 2D materials …