June 03, 2022 article Open access Interpretable and Explainable Machine Learning for Materials Science and Chemistry Accounts of Materials Research DOI: 10.1021/accountsmr.1c00244 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 2 stored of 426 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 Towards the design of artificial sensing materials via quantum-informed explainable AI 2026 Journal of Cheminformatics article Materials Science Machine Learning in Materials Science Open access 2 citations Data-driven modeling of polymer electrolyte fuel cells: Towards predictive analytics with explainable artificial intelligence 2025 Energy and AI article Engineering Fuel Cells and Related Materials Open access 21 citations 2 results References 0