Mathias Gérard

Commissariat à l'Énergie Atomique et aux Énergies Alternatives — France

Engineering · Physical Sciences

20h-index3.1kcitations78works6.52yr avg
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Research Topics

Fuel Cells and Related Materials(52), Electrocatalysts for Energy Conversion(40), Advancements in Solid Oxide Fuel Cells(22), Advanced Battery Technologies Research(21), Electric Vehicles and Infrastructure(11)

Publications78 total

PEM Fuel Cell Fault Diagnosis in Automotive Applications Under Aging Conditions: A Physics-Informed Deep Learning Method
2025
Physics-guided fault diagnosis method for proton exchange membrane fuel cells based on LSTM neural network
Journal of Power Sources·2024· 21 citedOpen Access
Addressing Data Scarcity in PEMFC Fault Diagnosis Using Adversarial Learning
2024· 3 cited
Physics-Guided Fault Diagnosis Method for Proton Exchange Membrane Fuel Cells Based on Lstm Neural Network
SSRN Electronic Journal·2024· 2 citedOpen Access
Offline Power Management Strategy for Fuel Cell Electric Race Car Sizing Using Bi-Level Optimization Based Methodology
2023· 2 cited
Adaptation de la commande optimale pour le dimensionnement des systèmes énergétiques embarqués
SPIRE - Sciences Po Institutional REpository·2023
Large Size Optimization Problem for Power Management in a Fuel Cell Electric Race Car Using Combinatorial Approach
IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society·2022· 3 citedOpen Access
« Il faut être deux pour inventer » : Penser l’invention dans le sillage de l’énaction
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Adaptation de la programmation linéaire pour la gestion de puissance sur de longs cycles
SPIRE - Sciences Po Institutional REpository·2022
L'héritage à venir : pour saluer Bernard Stiegler
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Optimisation de la durée de vie des systèmes électrogènes : Une approche basée système par modélisationmulti-physiques appliquée aux piles à combustible PEMFC
SPIRE - Sciences Po Institutional REpository·2021Open Access
Investigation and Quantification of Irreversible Degradations and Their Sensitivities during the Start-up Phases of PEMFC By an Accelerated Emulation Approach
ECS Meeting Abstracts·2021· 1 cited
Interest and method to evaluate the evolution of the DC bus voltage in a hybrid system during the preliminary design by optimization
2021 IEEE Vehicle Power and Propulsion Conference (VPPC)·2021· 2 cited
Optimization of Transports in a Proton-Exchange Membrane Fuel Cell Cathode Catalyst Layer at High Current Densities: A Coupled Modeling/Imaging Approach
Journal of The Electrochemical Society·2021· 4 cited
Optimization of Transports in a Proton-Exchange Membrane Fuel Cell Cathode Catalyst Layer at High Current Densities: A Coupled Modeling/Imaging Approach
ECS Meeting Abstracts·2020· 1 cited
Prognostic methods for proton exchange membrane fuel cell under automotive load cycling: a review
IET Electrical Systems in Transportation·2020· 20 citedOpen Access
PEMFC state-of-health estimation using a model-based state Bayesian observer under an automotive load profile
2020· 5 cited
Towards the understanding of transport limitations in a proton-exchange membrane fuel cell catalyst layer: Performing agglomerate scale direct numerical simulations on electron-microscopy-based geometries
Journal of Power Sources·2020· 20 citedOpen Access
Fault Detection and Isolation for Proton Exchange Membrane Fuel Cell Using Impedance Measurements and Multiphysics Modeling
Fuel Cells·2020· 14 cited
Modelling Carbon Corrosion during a PEMFC Startup: Simulation of Mitigation Strategies
Energies·2020· 32 citedOpen Access
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Frequent Co-authors

Pascal Schott(10), Daniel Hissel(9), Éric Bideaux(9), Yann Bultel(8), Sébastien Rosini(8), Frédéric Suard(7), Jean-Philippe Poirot-Crouvezier(7), Vincent Heiries(7), Delphine Riu(6), Anthony Barré(5), Christophe Robin(5), Ramon da Fonseca(5), Alejandro A. Franco(4), Bruno Jeanneret(4), Matthieu Desbois-Renaudin(4), Marie‐Cécile Péra(3), Julien Bernard d'Arbigny(3), Ali Sarı(3), Marion Chandesris(3), Chiara Pettorossi(3)