September 22, 2022 article Open access Explainable machine learning in materials science npj Computational Materials DOI: 10.1038/s41524-022-00884-7 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 5 stored of 502 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 33 Unresolved Questions in Nanoscience and Nanotechnology 2025 ACS Nano article Engineering Nanotechnology research and applications Open access 57 citations 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 Prediction of statistical force–displacement curves of Charpy-V impact tests based on unsupervised fracture surface machine learning 2025 Engineering Failure Analysis article Engineering Fatigue and fracture mechanics Open access 5 citations Explainable machine learning for predicting the mechanical properties in bainitic steels 2023 Materials & Design article Engineering Microstructure and Mechanical Properties of Steels Open access 17 citations Explainable Machine Learning for Predicting the Mechanical Properties in Bainitic Steels 2023 SSRN Electronic Journal preprint Engineering Microstructure and Mechanical Properties of Steels Open access 0 citations 5 results References 0