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Authors
Chiheb Ben Mahmoud

Chiheb Ben Mahmoud

4PUBLICATIONS

11CO-AUTHORS

Semi- and unsupervised learningNeural networksDeep learning

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Publications (4)

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|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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Frequent Collaborators

4 joint publications

Volker L Deringer

2 joint publications

John L A Gardner

1 joint publications

Noam Bernstein

1 joint publications

Gábor Csányi

1 joint publications

Michele Ceriotti

1 joint publications

Mark Wilson

1 joint publications

David A Drabold

1 joint publications

Louise A M Rosset

1 joint publications

Jonathan R Yates

1 joint publications

Zakariya El-Machachi

Frequent Collaborators

4 joint publications

Volker L Deringer

2 joint publications

John L A Gardner

1 joint publications

Noam Bernstein

1 joint publications

Gábor Csányi

Structure and dynamics of materials

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