MD
Michelangelo Domina
cond-mat.mtrl-sciphysics.chem-phcs.LGquant-phstat.MLcond-mat.str-elphysics.atom-phphysics.comp-phphysics.optics
On Valency
published · living versionsW_39jyz6pm·v1 · currentpublished
Unconstrained learning of equivariant atomistic properties
with Joseph W. Abbott, Paolo Pegolo, Pol Febrer, Sandra Saade +4
1 version
Preprints & journals
11 papers in the corpus · 2017–2026Using large language models to probe the limits of atom-centered structural descriptors.42861784 · Domina, Michelangelo, Ceriotti, Michele2026 · 0 citationsThe Journal of chemical physics. 2026;165(14)
Overcoming the limitations of body-ordered potentials for atomistic machine learning2610.10830v1 · Filippo Bigi, Michelangelo Domina, Maximilian Lloyd Ach et al.2026 · 0 citationsarXiv
How unconstrained machine-learning models learn physical symmetries2603.24638v1 · Michelangelo Domina, Joseph William Abbott, Paolo Pegolo et al.2026 · 1 citationarXiv
Resolving the body-order paradox of machine learning interatomic potentials.41685856 · Chong, Sanggyu, Jiang, Tong, Domina, Michelangelo et al.2026 · 1 citationThe Journal of chemical physics. 2026;164(6)
Representing spherical tensors with scalar-based machine-learning models.41128319 · Domina, M, Bigi, F, Pegolo, P et al.2025 · 1 citationThe Journal of chemical physics. 2025;163(16)
Covariant Jacobi-Legendre expansion for total energy calculations within the projector-augmented-wave formalism2408.08876v2 · Bruno Focassio, Michelangelo Domina, Urvesh Patil et al.2024 · 6 citationsarXiv
Linear Jacobi-Legendre expansion of the charge density for machine learning-accelerated electronic structure calculations2301.13550v2 · Bruno Focassio, Michelangelo Domina, Urvesh Patil et al.2023 · 26 citationsarXiv
Cluster expansion constructed over Jacobi-Legendre polynomials for accurate force fields2208.10292v3 · Michelangelo Domina, Urvesh Patil, Matteo Cobelli et al.2022 · 15 citationsarXiv
A spectral-neighbour representation for vector fields: machine-learning potentials including spin2202.13773v2 · Michelangelo Domina, Matteo Cobelli, Stefano Sanvito2022 · 29 citationsarXiv
Collective spontaneous emission of two entangled atoms near an oscillating mirror2010.03215v2 · Marta Reina, Michelangelo Domina, Alessandro Ferreri et al.2020 · 4 citationsPhys. Rev. A 103, 033710 (2021)
Analysis of high-harmonic generation in terms of complex Floquet spectral analysis1708.08588v2 · Hidemasa Yamane, Satoshi Tanaka, Michelangelo Domina et al.2017 · 3 citationsarXiv
Career total: 27 works. 11 are in this corpus.
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