May 30, 2022 article Open access Application of Machine Learning in Optimizing Proton Exchange Membrane Fuel Cells: A Review Energy and AI DOI: 10.1016/j.egyai.2022.100170 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 173 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Data-driven modeling and optimization of anode-side structural, transport and electrochemical properties in PEM water electrolyzers 2026 Applied Energy article Engineering Fuel Cells and Related Materials Open access 0 citations Toward Scalable Solutions for Silver‐Based Gas Diffusion Electrode Fabrication for the Electrochemical Conversion of CO 2 – A Perspective 2025 Advanced Functional Materials article Energy CO2 Reduction Techniques and Catalysts Open access 2 citations Evaluating activation strategies and their stability on PEM water electrolyzers using machine learning 2025 Energy and AI article Engineering Fuel Cells and Related Materials Open access 8 citations Data-driven surrogate modeling for performance prediction and sensitivity analysis of transport properties in proton exchange membrane water electrolyzers 2025 Applied Energy article Engineering Fuel Cells and Related Materials Open access 33 citations 4 results References 1 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Convolutional neural networks for high throughput screening of catalyst layer inks for polymer electrolyte fuel cells 2021 RSC Advances article Engineering Fuel Cells and Related Materials Open access 12 citations 1 result