Zakariya El-Machachi
5PUBLICATIONS
88CO-AUTHORS
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Publications (5)
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|Nov 13, 2025
A foundation model for atomistic materials chemistry.Ilyes Batatia, Philipp Benner, Yuan Chiang
|Oct 23, 2025
Assessing zero-shot generalisation behaviour in graph-neural-network interatomic potentials.Chiheb Ben Mahmoud, Zakariya El-Machachi, Krystian A Gierczak
|Jun 26, 2025
Mechanical properties of graphene oxide from machine-learning-driven simulations.Zakariya El-Machachi, Bowen Cheng, Volker L Deringer
|Jul 27, 2023
Machine-learned acceleration for molecular dynamics in CASTEP.Tamás K Stenczel, Zakariya El-Machachi, Guoda Liepuoniute
|Dec 22, 2022
Exploring the configurational space of amorphous graphene with machine-learned atomic energies.Zakariya El-Machachi, Mark Wilson, Volker L Deringer
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Frequent Collaborators
5 joint publications
Volker L Deringer
2 joint publications
Tamás K Stenczel
2 joint publications
Guoda Liepuoniute
2 joint publications
Gábor Csányi
2 joint publications
John L A Gardner
1 joint publications
Mark Wilson
1 joint publications
Joe D Morrow
1 joint publications
Matt I J Probert
1 joint publications
Chiheb Ben Mahmoud
1 joint publications
Krystian A Gierczak
