Mohammad J. Eslamibidgoli

Forschungszentrum Jülich — Germany

Energy · Physical Sciences

16h-index892citations52works3.32yr avg
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Research Topics

Electrocatalysts for Energy Conversion(22), Fuel Cells and Related Materials(21), Machine Learning in Materials Science(15), Electrochemical Analysis and Applications(10), Advanced battery technologies research(8)

Publications52 total

KNOWLEDGE GRAPH CONSTRUCTION FROM MATERIALS SCIENCE LITERATURE USING LARGE LANGUAGE MODELS AND ADVANCED DATA PREPROCESSING
2026Open Access
UTILE-Pore: Deep Learning-Enabled 3D Analysis of Porous Materials in Polymer Electrolyte Membrane-Based Energy Devices
Journal of The Electrochemical Society·2025Open Access
Advancing vanadium redox flow battery analysis: a deep learning approach for high-throughput 3D visualization and bubble quantification
JuSER Publikationsportal·2025Open Access
Advancing vanadium redox flow battery analysis: a deep learning approach for high-throughput 3D visualization and bubble quantification
Digital Discovery·2025· 1 citedOpen Access
Deep Learning to Automate Imaging-Based Analyses of Polymer Electrolyte Fuel Cells
ECS Meeting Abstracts·2024
Stability Descriptors for (Benz)imidazolium-Based Anion Exchange Membranes
Macromolecules·2024· 10 citedOpen Access
Deep learning-enhanced characterization of bubble dynamics in proton exchange membrane water electrolyzers
Physical Chemistry Chemical Physics·2024· 12 citedOpen Access
Polymer Electrolyte Membrane Water Electrolyzer Oxygen Bubble Evolution Optical Video Recording For Deep Learning-Enhanced Characterization of Bubble Dynamics in Proton Exchange Membrane Water Electrolyzer by André Colliard-Granero, Keusra A. Gompou, Christian Rodenbücher, Kourosh Malek, Michael H. Eikerling, and Mohammad J. Eslamibidgoli
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Polymer Electrolyte Membrane Water Electrolyzer Oxygen Bubble Evolution Optical Video Recording For Deep Learning-Enhanced Characterization of Bubble Dynamics in Proton Exchange Membrane Water Electrolyzer by André Colliard-Granero, Keusra A. Gompou, Christian Rodenbücher, Kourosh Malek, Michael H. Eikerling, and Mohammad J. Eslamibidgoli
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Unraveling Local Electrocatalytic Conditions with Theory and Computation
2023Open Access
UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning
ACS Nanoscience Au·2023· 8 citedOpen Access
Low-spin state of Fe in Fe-doped NiOOH electrocatalysts
Nature Communications·2023· 125 citedOpen Access
UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning
2023Open Access
Synergizing ontologies and graph databases for highly flexible materials-to-device workflow representations
Journal of Materials Informatics·2023· 3 citedOpen Access
Understanding the Effect of Ni-Substitution on the Oxygen Evolution Reaction of (100) IrO<sub>2</sub> Surfaces
ACS Catalysis·2022· 8 cited
Autonomous Image Analysis to Accelerate the Discovery and Integration of Energy Materials
ECS Meeting Abstracts·2022· 2 cited
Deciphering the Exceptional Performance of NiFe Hydroxide for the Oxygen Evolution Reaction in an Anion Exchange Membrane Electrolyzer
ACS Applied Energy Materials·2022· 39 citedOpen Access
Deep learning for the automation of particle analysis in catalyst layers for polymer electrolyte fuel cells
Nanoscale·2021· 34 cited
Deep Learning for the Automation of Particle Analysis in Catalyst Layers for Polymer Electrolyte Fuel Cells
2021Open Access
Cation Overcrowding Effect on the Oxygen Evolution Reaction
JACS Au·2021· 115 citedOpen Access
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Frequent Co-authors

Michael Eikerling(41), Kourosh Malek(20), André Colliard-Granero(11), Jasna Janković(7), Jenia Jitsev(6), Axel Groß(5), Sébastien Garbarino(5), Daniel Guay(5), Piotr M. Kowalski(4), Jun Huang(4), Mehrdad Mokhtari(4), Fabian P. Tipp(4), Gaëtan Buvat(3), K. Andreas Friedrich(3), Mariah Batool(3), Keusra Armel Gompou(3), Christian Rodenbücher(3), Ali Malek(2), Azza Hadj Youssef(2), Andreas Ruëdiger(2)