Youssef Mabrouk

Modeling the Solid Electrolyte Interphase: Machine Learning as a Game Changer?

Diddo Diddens, Williams Agyei Appiah, Youssef Mabrouk et al. · Advanced Materials Interfaces · 2022 · 80 citations · Full text

Data‐Driven Analysis of High‐Throughput Experiments on Liquid Battery Electrolyte Formulations: Unraveling the Impact of Composition on Conductivity**

Anand Narayanan Krishnamoorthy, Christian Wölke, Diddo Diddens et al. · Chemistry - Methods · 2022 · 24 citations · Full text

Quantitative Dependencies, Electrolytes, Engineering +20

Sparse inference and active learning of stochastic differential equations from data

Yunfei Huang, Youssef Mabrouk, Gerhard Gompper et al. · Scientific Reports · 2022 · 19 citations · Full text

Reactive molecular dynamics simulations of lithium-ion battery electrolyte degradation

Youssef Mabrouk, Nehzat Safaei, Felix Hanke et al. · Scientific Reports · 2024 · 18 citations · Full text

Mechanistic understanding of the correlation between structure and dynamics of liquid carbonate electrolytes: impact of polarization

M. Maiti, Anand Narayanan Krishnamoorthy, Youssef Mabrouk et al. · Physical Chemistry Chemical Physics · 2023 · 11 citations