August 21, 2019 article Open access Big Data Creates New Opportunities for Materials Research: A Review on Methods and Applications of Machine Learning for Materials Design Engineering DOI: 10.1016/j.eng.2019.02.011 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 5 stored of 395 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-based estimation and explainable artificial intelligence-supported interpretation of the critical temperature from magnetic ab initio Heusler alloys data 2025 Physical Review Materials article Materials Science Machine Learning in Materials Science Open access 9 citations Water electrolysis: from textbook knowledge to the latest scientific strategies and industrial developments 2022 Chemical Society Reviews review Energy Electrocatalysts for Energy Conversion Open access cited by 3 patents 1,994 citations Charge distribution in polyelectrolyte multilayer nanofiltration membranes affects ion separation and scaling propensity 2021 Journal of Membrane Science article Environmental Science Membrane Separation Technologies 28 citations Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning 2020 preprint Environmental Science Membrane Separation Technologies Open access 1 citations Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning 2020 Journal of Membrane Science article Environmental Science Membrane Separation Technologies Open access 73 citations 5 results References 0