Artificial intelligence applied to battery research: hype or reality? T Lombardo, M Duquesnoy, H El-Bouysidy, F Årén, A Gallo-Bueno, ...
Chemical reviews 122 (12), 10899-10969, 2021
312 2021 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
110 2020 Fabrication of high-quality thin solid-state electrolyte films assisted by machine learning YT Chen, M Duquesnoy, DHS Tan, JM Doux, H Yang, G Deysher, ...
ACS Energy Letters 6 (4), 1639-1648, 2021
81 2021 Machine learning-assisted multi-objective optimization of battery manufacturing from synthetic data generated by physics-based simulations M Duquesnoy, C Liu, DZ Dominguez, V Kumar, E Ayerbe, AA Franco
Energy Storage Materials 56, 50-61, 2023
72 2023 Accelerated optimization methods for force‐field parametrization in battery electrode manufacturing modeling T Lombardo, JB Hoock, EN Primo, AC Ngandjong, M Duquesnoy, ...
Batteries & Supercaps 3 (8), 721-730, 2020
64 2020 Data specifications for battery manufacturing digitalization: current status, challenges, and opportunities FM Zanotto, DZ Dominguez, E Ayerbe, I Boyano, C Burmeister, ...
Batteries & Supercaps 5 (9), e202200224, 2022
54 2022 Machine learning-based assessment of the impact of the manufacturing process on battery electrode heterogeneity M Duquesnoy, I Boyano, L Ganborena, P Cereijo, E Ayerbe, AA Franco
Energy and AI 5, 100090, 2021
51 2021 Exocomets size distribution in the A Lecavelier des Etangs, L Cros, G Hébrard, E Martioli, M Duquesnoy, ...
Scientific Reports 12 (1), 5855, 2022
36 2022 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
36 2021 What can text mining tell us about lithium‐ion battery researchers’ habits? H El‐Bousiydy, T Lombardo, EN Primo, M Duquesnoy, M Morcrette, ...
Batteries & Supercaps 4 (5), 758-766, 2021
36 2021 The ARTISTIC online calculator: exploring the impact of lithium‐ion battery electrode manufacturing parameters interactively through your browser T Lombardo, F Caro, AC Ngandjong, JB Hoock, M Duquesnoy, ...
Batteries & Supercaps 5 (3), e202100324, 2022
24 2022 Three-dimensional physical modeling of the wet manufacturing process of solid-state battery electrodes M Alabdali, FM Zanotto, M Duquesnoy, AK Hatz, D Ma, J Auvergniot, ...
Journal of Power Sources 580, 233427, 2023
22 2023 Evidence for SO2 latitudinal variations below the clouds of Venus E Marcq, I Amine, M Duquesnoy, B Bézard
Astronomy & Astrophysics 648, L8, 2021
15 2021 Toward high-performance energy and power battery cells with machine learning-based optimization of electrode manufacturing M Duquesnoy, C Liu, V Kumar, E Ayerbe, AA Franco
Journal of Power Sources 590, 233674, 2024
14 2024 Functional data-driven framework for fast forecasting of electrode slurry rheology simulated by molecular dynamics M Duquesnoy, T Lombardo, F Caro, F Haudiquez, AC Ngandjong, J Xu, ...
npj Computational Materials 8 (1), 161, 2022
12 2022 Machine learningassisted multi-objective optimization of battery manufacturing from synthetic data generated by physics-based simulations, Energy Storage Mater. 56 (2023) 50–61 M Duquesnoy, C Liu, DZ Dominguez, V Kumar, E Ayerbe, AA Franco
10 2023 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
10 2020 Accelerated optimization methods for force-field parametrization in battery electrode manufacturing modeling, Batter. Supercaps. 3 (2020) 721–730 T Lombardo, J Hoock, EN Primo, AC Ngandjong, M Duquesnoy, ...
8 The ARTISTIC Online Calculator: Exploring the Impact of Lithium-Ion Battery Electrode Manufacturing Parameters Interactively Through Your Browser, Batter. Supercaps. 5 (2022 … T Lombardo, F Caro, AC Ngandjong, JB Hoock, M Duquesnoy, ...
7 Hassna El-Bouysidy, Fabian Årén, Alfonso Gallo-Bueno, Peter Bjørn Jørgensen, Arghya Bhowmik, Arnaud Demortiere, Elixabete Ayerbe, Francisco Alcaide, et al T Lombardo, M Duquesnoy
Artificial intelligence applied to battery research: hype or reality, 1-4, 2021
5 2021 