Zakariya El-Machachi

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20232024202511 165 32

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Volker L. DeringerUniversity of OxfordVerified email at chem.ox.ac.uk
Matt ProbertUniversity of YorkVerified email at york.ac.uk
Joe D. MorrowPhD Student, University of OxfordVerified email at queens.ox.ac.uk
Tamás K. StenczelPhD candidate, University of CambridgeVerified email at cam.ac.uk
Gabor CsanyiProfessor of Molecular Modelling, Engineering Laboratory, University of CambridgeVerified email at cam.ac.uk
Albert P. BartokUniversity of WarwickVerified email at warwick.ac.uk
Guoda LiepuoniutePhD Student, University of CambridgeVerified email at cam.ac.uk
Miguel A. CaroSenior Scientist & Academy of Finland Research Fellow, Aalto UniversityVerified email at aalto.fi
Nijamudheen AUniversity of OxfordVerified email at chem.ox.ac.uk
Tigany ZarroukPostdoctoral Researcher, Aalto UniversityVerified email at aalto.fi

Zakariya El-Machachi

Verified email at chem.ox.ac.uk - Homepage


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A foundation model for atomistic materials chemistry I Batatia, P Benner, Y Chiang, AM Elena, DP Kovács, J Riebesell, ... arXiv preprint arXiv:2401.00096, 2023	182	2023
Exploring the configurational space of amorphous graphene with machine-learned atomic energies Z El-Machachi, M Wilson, VL Deringer Chemical Science 13 (46), 13720-13731, 2022	14	2022
Machine-learned acceleration for molecular dynamics in CASTEP TK Stenczel, Z El-Machachi, G Liepuoniute, JD Morrow, AP Bartók, ... The Journal of Chemical Physics 159 (4), 2023	11	2023
Accelerated First‐Principles Exploration of Structure and Reactivity in Graphene Oxide Z El‐Machachi, D Frantzov, A Nijamudheen, T Zarrouk, MA Caro, ... Angewandte Chemie International Edition 63 (52), e202410088, 2024	1	2024

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