July 22, 2026 article Open access Machine-learning-based framework for quantifying and formulating oxygen bubble dynamics in PEM water electrolysis Journal of Power Sources DOI: 10.1016/j.jpowsour.2026.241014 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 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 BubCNN: Bubble detection using Faster RCNN and shape regression network 2020 Chemical Engineering Science article Computer Science Advanced Neural Network Applications cited by 2 patents 162 citations Synchrotron Radiography for a Proton Exchange Membrane (PEM) Electrolyzer 2020 Fuel Cells article Engineering Fuel Cells and Related Materials Open access 36 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 3 results