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M.Sc. Eslam Ibrahim
Ruhr-Universität Bochum
IC 02-729
Universitätsstr. 150
44801 Bochum
Tel.: +49 234 32 22775
E-Mail: eslam.saadibrahim@rub.de
Research
T-SNE maps for trained diverse ice phases and the actively selected liquid water configurations.
ICAMS 2024
Competences
machine learning potentials,
water and water interfaces,
ice,
local atomic environments,
ab initio molecular dynamics
- E. Ibrahim, Y. Lysogorskiy, R. Drautz
Efficient parametrization of transferable atomic cluster expansion for water. Journal of Chemical Theory and Computation, 20, 11049−11057, (2024) - E. Ibrahim, Y. Lysogorskiy, M. Mrovec, R. Drautz
Atomic cluster expansion for a general-purpose interatomic potential of magnesium. Physical Review Materials, 7, 113801, (2023)
- 18.03.2024
Eslam Ibrahim, Yury Lysogorskiy, Ralf Drautz
Transferable interatomic potential of water with the atomic cluster expansion
DPG Spring Meeting 2024, Berlin, Germany - 30.03.2023
Eslam Ibrahim, Yury Lysogorskiy, Ralf Drautz
Atomic cluster expansion: training a transferable water interatomic potential from the local atomic environments of ice
DPG Spring Meeting of the Condeensed Matter Section 2023, TU Dresden, Germany - 07.09.2022
Eslam Ibrahim, Yury Lysogorskiy, Matous Mrovec, Ralf Drautz
Atomic cluster expansion: a universal machine learning potential for magnesium
DPG Meeting of the Condensed Matter Section 2022, Universität Regensburg, Germany
Professional Experience
Research visiting student at KAUST, CPMS group
Since 2022: Fellow at IMPRS-SusMet
Since 2022: PhD candidate at ICAMS, AMS department
2024 Guest researcher at CIC nanoGUNE, Donostia / San Sebastián, Spain
Education
2022. M.Sc., Materials Science and Simulation, Ruhr-Universität Bochum