February 10, 2026 article Open access Bridging machine learning and water electrolysis: Concepts, methods, and perspectives Materials Today Energy DOI: 10.1016/j.mtener.2026.102232 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 3 References 3 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 Water electrolysis 2022 Nature Reviews Methods Primers review Energy Electrocatalysts for Energy Conversion Open access 496 citations Deep learning-enhanced characterization of bubble dynamics in proton exchange membrane water electrolyzers 2024 Physical Chemistry Chemical Physics article Energy Electrocatalysts for Energy Conversion Open access 19 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 3 results