JA
Joseph W. Abbott
cond-mat.mtrl-sciphysics.chem-phcs.LGphysics.comp-phstat.ML
On Valency
published · living versionsW_39jyz6pm·v1 · currentpublished
Unconstrained learning of equivariant atomistic properties
with Paolo Pegolo, Pol Febrer, Michelangelo Domina, Sandra Saade +4
1 version
Preprints & journals
4 papers in the corpus · 2021–2026How unconstrained machine-learning models learn physical symmetries2603.24638v1 · Michelangelo Domina, Joseph William Abbott, Paolo Pegolo et al.2026 · 1 citationarXiv
Roadmap on Advancements of the FHI-aims Software Package2505.00125v3 · Joseph W. Abbott, Carlos Mera Acosta, Alaa Akkoush et al.2025 · 11 citationsarXiv
Electronic Structures and Spectroscopic Signatures of Noble-Gas-Doped Nanodiamonds.37249932 · Beck, Ryan A, Huang, Yue, Petrone, Alessio et al.2023 · 6 citationsACS physical chemistry Au. 2023;3(3):299-310
Kinetically Corrected Monte Carlo-Molecular Dynamics Simulations of Solid Electrolyte Interphase Growth.35007421 · Abbott, Joseph W, Hanke, Felix2022 · 54 citationsJournal of chemical theory and computation. 2022;18(2):925-934
Career total: 13 works. 4 are in this corpus.
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