Machine Learning 3D-Resolved Prediction of Electrolyte Infiltration in Battery Porous Electrodes
Franco Aa , Shodiev A , Chouchane M , Arcelus O
ChemRxiv
14
2021
Understanding the calendering processability of Li(Ni0.33Mn0.33Co0.33)O2-based cathodes
Alejandro A. Franco , Patricia Vazquez , Matthieu Touzin , Mehdi Chouchane
Journal of Power Sources 488 229361
3
2021
Insight on electrolyte infiltration of lithium ion battery electrodes by means of a new three-dimensional-resolved lattice Boltzmann model
Mehdi Chouchane , Emiliano Primo , Emiliano Primo , Abbos Shodiev
Energy Storage Materials 38 80 -92
47
2021
Heterogeneous Solid‐Electrolyte Interphase in Graphite Electrodes Assessed by 4D‐Resolved Computational Simulations
Alejandro A. Franco , Oier Arcelus , Oier Arcelus , Mehdi Chouchane
Batteries & Supercaps
2021
Lithium ion battery electrodes predicted from manufacturing simulations: Assessing the impact of the carbon-binder spatial location on the electrochemical performance
Mehdi Chouchane , Alexis Rucci , Teo Lombardo , Alain C. Ngandjong
Journal of Power Sources 444 227285
80
2019
4D-resolved physical model for Electrochemical Impedance Spectroscopy of Li(Ni1-x-yMnxCoy)O2-based cathodes in symmetric cells: Consequences in tortuosity calculations
Abbos Shodiev , Emiliano N. Primo , Mehdi Chouchane , Teo Lombardo
Journal of Power Sources 454 227871
54
2020
A Versatile and Efficient Voxelization-Based Meshing Algorithm of Multiple Phases.
Mehdi Chouchane , Alexis Rucci , Alejandro A. Franco
ACS omega 4 ( 6) 11141 -11144
6
2019
Data-driven assessment of electrode calendering process by combining experimental results, in silico mesostructures generation and machine learning
Marc Duquesnoy , Teo Lombardo , Mehdi Chouchane , Emiliano N. Primo
Journal of Power Sources 480 229103
64
2020
Investigating electrode calendering and its impact on electrochemical performance by means of a new discrete element method model: Towards a digital twin of Li-Ion battery manufacturing
Alain C. Ngandjong , Teo Lombardo , Emiliano N. Primo , Mehdi Chouchane
Journal of Power Sources 485 229320
100
2021
Mesoscale Effects in the Extraction of the Solid-State Lithium Diffusion Coefficient Values of Battery Active Materials: Physical Insights from 3D Modeling.
Mehdi Chouchane , Emiliano N. Primo , Alejandro A. Franco
Journal of Physical Chemistry Letters 11 ( 7) 2775 -2780
37
2020
Bridging nano-and microscale X-ray tomography for battery research by leveraging artificial intelligence
Jonathan Scharf , Mehdi Chouchane , Donal P Finegan , Bingyu Lu
Nature Nanotechnology 17 ( 5) 446 -459
24
2022
Quantitatively designing porous copper current collectors for lithium metal anodes
Bingyu Lu , Edgar Olivera , Jonathan Scharf , Mehdi Chouchane
ACS Applied Energy Materials 4 ( 7) 6454 -6465
7
2021
Deconvoluting the benefits of porosity distribution in layered electrodes on the electrochemical performance of Li-ion batteries
Abbos Shodiev , Mehdi Chouchane , Miran Gaberscek , Oier Arcelus
Energy Storage Materials 47 462 -471
10
2022
Deconvoluting the impacts of the active material skeleton and the inactive phase morphology on the performance of lithium ion battery electrodes
Mehdi Chouchane , Alejandro A Franco
Energy Storage Materials 47 649 -655
6
2022
Understanding Multi-Scale Battery Materials Degradation Via Three-Dimensional Imaging, Interface Analysis, and Computational Modeling
Minghao Zhang , Mehdi Chouchane , S Ali Shojaee , Bartlomiej Winiarski
Interface Analysis, and Computational Modeling
Fabrication processes modeling of Lithium-ion batteries: mesostructure influence on the electrochemical performance of the electrode
Mehdi Chouchane
Smpte Journal
2021
Designing electrode architectures to facilitate electrolyte infiltration for lithium-ion batteries
Abbos Shodiev , Franco M Zanotto , Jia Yu , Mehdi Chouchane
Energy Storage Materials 49 268 -277
11
2022
Enabling Uniform and Accurate Control of Cycling Pressure for All‐Solid‐State Batteries
Yu‐Ting Chen , Jihyun Jang , Jin An Sam Oh , So‐Yeon Ham
Advanced Energy Materials 2304327 -2304327
2024
Coupling of multiscale imaging analysis and computational modeling for understanding thick cathode degradation mechanisms
Minghao Zhang , Mehdi Chouchane , S Ali Shojaee , Bartlomiej Winiarski
Joule 7 ( 1) 201 -220
23
2023
A 5 V-class cobalt-free battery cathode with high loading enabled by dry coating
Weiliang Yao , Mehdi Chouchane , Weikang Li , Shuang Bai
Energy & Environmental Science 16 ( 4) 1620 -1630
52
2023