Spectral neighbor representation for vector fields: Machine learning potentials including spin M Domina, M Cobelli, S Sanvito
Physical Review B 105 (21), 214439, 2022
23 2022 Metal-semiconductor transition in the supercooled liquid phase of the M Cobelli, D Dragoni, S Caravati, M Bernasconi
Physical Review Materials 5 (4), 045004, 2021
20 2021 A rule-free workflow for the automated generation of databases from scientific literature LPJ Gilligan, M Cobelli, V Taufour, S Sanvito
npj Computational Materials 9 (1), 222, 2023
15 2023 Cluster expansion constructed over Jacobi-Legendre polynomials for accurate force fields M Domina, U Patil, M Cobelli, S Sanvito
Physical Review B 108 (9), 094102, 2023
8 2023 First-Principles Study of Electromigration in the Metallic Liquid State of GeTe and Sb2 Te3 Phase-Change Compounds M Cobelli, M Galante, S Gabardi, S Sanvito, M Bernasconi
The Journal of Physical Chemistry C 124 (17), 9599-9603, 2020
7 2020 Machine-learning-assisted construction of ternary convex hull diagrams H Rossignol, M Minotakis, M Cobelli, S Sanvito
Journal of Chemical Information and Modeling 64 (6), 1828-1840, 2024
5 2024 Local inversion of the chemical environment representations M Cobelli, P Cahalane, S Sanvito
Physical Review B 106 (3), 035402, 2022
5 2022 Machine-learning surrogate model for accelerating the search of stable ternary alloys M Minotakis, H Rossignol, M Cobelli, S Sanvito
Physical Review Materials 7 (9), 093802, 2023
3 2023 Applying machine learning to model radon using topsoil geochemistry M Banríon, M Cobelli, QG Crowley
Applied Geochemistry 158, 105790, 2023
2 2023 Sampling latent material-property information from LLM-derived embedding representations LPJ Gilligan, M Cobelli, HM Sayeed, TD Sparks, S Sanvito
Materials Today Communications 41, 110858, 2024
2024 A rule-free workflow for the automated generation of databases from scientific literature (vol 10, 4, 2024) LPJ Gilligan, M Cobelli, V Taufour, S Sanvito
NPJ COMPUTATIONAL MATERIALS 10 (1), 2024
2024 Author Correction: A rule-free workflow for the automated generation of databases from scientific literature LPJ Gilligan, M Cobelli, V Taufour, S Sanvito
NPJ Computational Materials 10 (1), 4, 2024
2024 Electronic properties of phase change compounds in the liquid state: effective charges for electromigration and semiconductor-metal transition from first principles M Cobelli, M Galante, D Dragoni, S Sanvito, M Bernasconi
2020 First-Principles Study of Electromigration in the Metallic Liquid State of GeTe and Sb₂Te₃ Phase-Change Compounds M Cobelli, M Galante, S Gabardi, S Sanvito, M Bernasconi
2020 
Stefano SanvitoTrinity College DublinVerifisert e-postadresse på tcd.ie