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C

Chiheb Ben Mahmoud

university of oxford

6H-index
18Paper Count
574Citation Count
Published Papers 8
Publication Date
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Assessing zero-shot generalisation behaviour in graph-neural-network interatomic potentials
errDigital Discovery
IF5.6
err2025-09-30
err0
errOAAI
errChiheb Ben Mahmoud; Zakariya El-Machachi; Krystian A. Gierczak; John L. A. Gardner; Volker L. Deringer
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errSave
Discovering structure-property correlations: general discussion
errFARADAY DISCUSSIONS
IF3.1
err2025-01-01
err0
PREAI
errAnker, Andy S.; Aspuru-Guzik, Alan; Ben Mahmoud, Chiheb; Bennett, Sophie; Briling, Ksenia R.; Changiarath, Arya; Chong, Sanggyu; Collins, Christopher M.; Cooper, Andrew I.; Crusius, Daniel; Darmawan, Kevion K.; Das, Basita; David, Nicholas; Day, Graeme M.; Deringer, Volker L.; Duarte, Fernanda; Eardley-Brunt, Annabel; Evans, Matthew L.; Evans, Rob; Fairlamb, Ian; Franklin, Barnabas A.; Frey, Jeremy; Ganose, Alex M.; Goulding, Mark; Hafizi, Roohollah; Hakkennes, Matthijs; Hickey, Niamh; James, Gillian; Jelfs, Kim E.; Kalikadien, Adarsh V.; Kapil, Venkat; Koczor-Benda, Zsuzsanna; Krammer, Ferdinand; Kulik, Heather J.; Kumar, Vishank; Kuttner, Christian; Lam, Erwin; Lou, Yuchen; Mante, Eltjo; Martin, Jennie; Mroz, Austin M.; Nematiaram, Tahereh; Pare, Charles W. P.; Patra, Sarbani; Proudfoot, James; Ruscic, Branko; Ryder, Matthew R.; Sakaushi, Ken; Sassmannshausen, Joerg; Savoie, Brett M.; Schneider, Nadine; Schwaller, Philippe; Skjelstad, Bastian Bjerkem; Sun, Wenhao; Szczypinski, Filip T.; Torrisi, Steven; Ueltzen, Katharina; Vishnoi, Shubham; Walsh, Aron; Wang, Xinwei; Wilson, Chloe; Wu, Ruiqi; Zeitler, Jakob
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errSave
Data as the next challenge in atomistic machine learning
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-06-12
err3
PREAI
errBen Mahmoud, Chiheb; Gardner, John L. A.; Deringer, Volker L.
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errSave
Robustness of Local Predictions in Atomistic Machine Learning Models
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2023-11-10
err18
errOAAI
errChong, Sanggyu; Grasselli, Federico; Ben Mahmoud, Chiheb; Morrow, Joe D.; Deringer, Volker L.; Ceriotti, Michele
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errSave
Predicting hot-electron free energies from ground-state data
errPHYSICAL REVIEW B
IF3.7
err2022-09-27
err5
errOAAI
errBen Mahmoud, Chiheb; Grasselli, Federico; Ceriotti, Michele
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errSave
Finite-temperature materials modeling from the quantum nuclei to the hot electron regime
errPHYSICAL REVIEW MATERIALS
IF3.4
err2021-04-08
err22
errOAAI
errLopanitsyna, Nataliya; Ben Mahmoud, Chiheb; Ceriotti, Michele
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errSave
Learning the electronic density of states in condensed matter
errPHYSICAL REVIEW B
IF3.7
err2020-12-14
err84
errOAAI
errBen Mahmoud, Chiheb; Anelli, Andrea; Csanyi, Gabor; Ceriotti, Michele
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errSave
Machine Learning Model for Efficient Nonthermal Tuning of the Charge Density Wave in Monolayer NbSe2
errJournal of Chemical Theory and Computation
IF5.5
err
err0
PREAI
errLuka Benić; Federico Grasselli; Chiheb Ben Mahmoud; Dino Novko; Ivor Lončarić
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Andrew I. Cooper
H-index: 134 · Papers: 833
A
Aron Walsh
H-index: 126 · Papers: 984
A
Alán Aspuru‐Guzik
H-index: 114 · Papers: 933
G
Gábor Cśanyi
H-index: 72 · Papers: 318
G
Graeme M. Day
H-index: 68 · Papers: 496
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