Chiheb Ben Mahmoud

Origins of structural and electronic transitions in disordered silicon

Volker L. Deringer, Noam Bernstein, Gábor Cśanyi et al. · Nature · 2021 · 358 citations · Full text

Natural Sciences, Materials Science, Physics +14

Learning the electronic density of states in condensed matter

Chiheb Ben Mahmoud, Andrea Anelli, Gábor Cśanyi et al. · Physical review. B./Physical review. B · 2020 · 136 citations · Full text

Natural Sciences, Materials Science, Physics +17

Robustness of Local Predictions in Atomistic Machine Learning Models

Sanggyu Chong, Federico Grasselli, Chiheb Ben Mahmoud et al. · Journal of Chemical Theory and Computation · 2023 · 32 citations · Full text

Natural Sciences, Chemistry, Computer Science +15

Finite-temperature materials modeling from the quantum nuclei to the hot electron regime

Nataliya Lopanitsyna, Chiheb Ben Mahmoud, Michele Ceriotti · Physical Review Materials · 2021 · 30 citations · Full text

Natural Sciences, Materials Science, Physics +17

Data as the next challenge in atomistic machine learning

Chiheb Ben Mahmoud, John L. A. Gardner, Volker L. Deringer · Nature Computational Science · 2024 · 20 citations

Computing, Computer Science, Physics +11