February 08, 2026 article Commercialization path of data-driven green catalytic technology: the application of machine learning in technology lifecycle management Environmental Research DOI: 10.1016/j.envres.2026.123925 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 5 References 4 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 Machine learning for hydrogen technologies: A comprehensive review of challenges, opportunities, and emerging trends 2025 International Journal of Hydrogen Energy article Materials Science Machine Learning in Materials Science Open access 20 citations Digital twin technologies for bridge lifecycle management—Literature insights and a pilot study on the Nibelungen Bridge 2025 Results in Engineering article Engineering BIM and Construction Integration Open access 15 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 Prediction of suitable catalysts for the OCM reaction by combining an evolutionary approach and machine learning 2023 Energy Advances article Materials Science Machine Learning in Materials Science Open access 6 citations 4 results