| 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 … AC Ngandjong, T Lombardo, EN Primo, M Chouchane, A Shodiev, ... Journal of Power Sources 485, 229320, 2021 | 143 | 2021 |
| Lithium ion battery electrodes predicted from manufacturing simulations: Assessing the impact of the carbon-binder spatial location on the electrochemical performance M Chouchane, A Rucci, T Lombardo, AC Ngandjong, AA Franco Journal of Power Sources 444, 227285, 2019 | 106 | 2019 |
| Data-driven assessment of electrode calendering process by combining experimental results, in silico mesostructures generation and machine learning M Duquesnoy, T Lombardo, M Chouchane, EN Primo, AA Franco Journal of Power Sources 480, 229103, 2020 | 90 | 2020 |
| Bridging nano-and microscale X-ray tomography for battery research by leveraging artificial intelligence J Scharf, M Chouchane, DP Finegan, B Lu, C Redquest, M Kim, W Yao, ... Nature Nanotechnology 17 (5), 446-459, 2022 | 85 | 2022 |
| 4D-resolved physical model for Electrochemical Impedance Spectroscopy of Li (Ni1-x-yMnxCoy) O2-based cathodes in symmetric cells: Consequences in tortuosity calculations A Shodiev, EN Primo, M Chouchane, T Lombardo, AC Ngandjong, ... Journal of Power Sources 454, 227871, 2020 | 74 | 2020 |
| Insight on electrolyte infiltration of lithium ion battery electrodes by means of a new three-dimensional-resolved lattice Boltzmann model A Shodiev, E Primo, O Arcelus, M Chouchane, M Osenberg, A Hilger, ... Energy Storage Materials 38, 80-92, 2021 | 72 | 2021 |
| Understanding the calendering processability of Li (Ni0. 33Mn0. 33Co0. 33) O2-based cathodes EN Primo, M Chouchane, M Touzin, P Vazquez, AA Franco Journal of Power Sources 488, 229361, 2021 | 65 | 2021 |
| Carbon-binder migration: A three-dimensional drying model for lithium-ion battery electrodes T Lombardo, AC Ngandjong, A Belhcen, AA Franco Energy Storage Materials 43, 337-347, 2021 | 55 | 2021 |
| A 5 V-class cobalt-free battery cathode with high loading enabled by dry coating W Yao, M Chouchane, W Li, S Bai, Z Liu, L Li, AX Chen, B Sayahpour, ... Energy & Environmental Science 16 (4), 1620-1630, 2023 | 48 | 2023 |
| Deconvoluting the benefits of porosity distribution in layered electrodes on the electrochemical performance of Li-ion batteries A Shodiev, M Chouchane, M Gaberscek, O Arcelus, J Xu, H Oularbi, J Yu, ... Energy Storage Materials 47, 462-471, 2022 | 41 | 2022 |
| Mesoscale effects in the extraction of the solid-state lithium diffusion coefficient values of battery active materials: physical insights from 3D modeling M Chouchane, EN Primo, AA Franco The Journal of Physical Chemistry Letters 11 (7), 2775-2780, 2020 | 41 | 2020 |
| Designing electrode architectures to facilitate electrolyte infiltration for lithium-ion batteries A Shodiev, FM Zanotto, J Yu, M Chouchane, J Li, AA Franco Energy Storage Materials 49, 268-277, 2022 | 36 | 2022 |
| Heterogeneous solid‐electrolyte interphase in graphite electrodes assessed by 4D‐resolved computational simulations M Chouchane, O Arcelus, AA Franco Batteries & Supercaps 4 (9), 1457-1463, 2021 | 27 | 2021 |
| Coupling of multiscale imaging analysis and computational modeling for understanding thick cathode degradation mechanisms M Zhang, M Chouchane, SA Shojaee, B Winiarski, Z Liu, L Li, R Pelapur, ... Joule 7 (1), 201-220, 2023 | 23 | 2023 |
| Machine learning 3D-resolved prediction of electrolyte infiltration in battery porous electrodes A Shodiev, M Duquesnoy, O Arcelus, M Chouchane, J Li, AA Franco Journal of Power Sources 511, 230384, 2021 | 23 | 2021 |
| A versatile and efficient voxelization-based meshing algorithm of multiple phases M Chouchane, A Rucci, AA Franco ACS omega 4 (6), 11141-11144, 2019 | 23 | 2019 |
| Quantitatively designing porous copper current collectors for lithium metal anodes B Lu, E Olivera, J Scharf, M Chouchane, C Fang, M Ceja, LE Pangilinan, ... ACS Applied Energy Materials 4 (7), 6454-6465, 2021 | 19 | 2021 |
| Deconvoluting the impacts of the active material skeleton and the inactive phase morphology on the performance of lithium ion battery electrodes M Chouchane, AA Franco Energy Storage Materials 47, 649-655, 2022 | 15 | 2022 |
| Accelerating battery manufacturing optimization by combining experiments M Duquesnoy, T Lombardo, M Chouchane, EN Primo, AA Franco Silico Electrodes Generation and Machine Learning, ChemRxiv. Prepr, 1-33, 2020 | 11 | 2020 |
| Efficient Voxelization-Based Meshing Algorithm of Multiple Phases, ACS Omega. 4 (2019) 11141–11144 M Chouchane, A Rucci, AA Franco, A Versatile | 9 | |
