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Chiheb Ben Mahmoud

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University of Oxford

United Kingdom

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Professors in United Kingdom Professors in Condensed Matter Physics Condensed Matter Physics professors in United Kingdom

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First-principles macroscopic properties of phase change materials with physics-based machine-learning

Open Date: 2024-05-01

Close Date: 2026-04-30

Articles (5)

Year:

2026

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Collaborators (5)

Tapio Ala-Nissila

Professor

Aalto University

FINLAND

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John Gardner

University of Oxford

UNITED KINGDOM

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Ivor Lončarić

Senior research associate (equiv. Associate professor)

Ruđer Bošković Institute

CROATIA

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Xi Chen

Aalto University

FINLAND

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Jonathan Yates

Prof

University of Oxford

UNITED KINGDOM

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Chiheb Ben Mahmoud

Research Interests

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Recent Grants

Articles (5)

Buckyball sandwiches under high temperatures and pressures

Graph-neural-network predictions of solid-state NMR parameters in silica from spherical tensor decomposition

Assessing zero-shot generalisation behaviour in graph-neural-network interatomic potentials

Machine Learning Model for Efficient Nonthermal Tuning of the Charge Density Wave in Monolayer NbSe2

Data as the next challenge in atomistic machine learning

Collaborators (5)

Tapio Ala-Nissila

John Gardner

Ivor Lončarić

Xi Chen

Jonathan Yates

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