Chiheb Ben Mahmoud

4PUBLICATIONS
11CO-AUTHORS
Semi- and unsupervised learningNeural networksDeep learningStructure and dynamics of materials
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Publications (4)

|Oct 23, 2025
Assessing zero-shot generalisation behaviour in graph-neural-network interatomic potentials.

Chiheb Ben Mahmoud, Zakariya El-Machachi, Krystian A Gierczak

|Jul 09, 2025
Graph-neural-network predictions of solid-state NMR parameters in silica from spherical tensor decomposition.

Chiheb Ben Mahmoud, Louise A M Rosset, Jonathan R Yates

|Jun 12, 2024
Data as the next challenge in atomistic machine learning.

Chiheb Ben Mahmoud, John L A Gardner, Volker L Deringer

|Jan 07, 2021
Origins of structural and electronic transitions in disordered silicon.

Volker L Deringer, Noam Bernstein, Gábor Csányi

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