February 25, 2025 review Open access A practical guide to machine learning interatomic potentials – Status and future Current Opinion in Solid State and Materials Science DOI: 10.1016/j.cossms.2025.101214 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 212 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 Molecular machine learning in chemical process design 2026 Current Opinion in Chemical Engineering review Materials Science Machine Learning in Materials Science Open access 5 citations Grand Challenges and Opportunities in Stimulated Dynamic and Resonant Catalysis 2026 ACS Catalysis article Physics and Astronomy Laser-Matter Interactions and Applications Open access 7 citations ChemRefine: An Open-Source Automated and Interoperable Platform for Machine Learning and Quantum Chemistry Simulations 2026 Journal of Chemical Theory and Computation article Materials Science Machine Learning in Materials Science Open access 4 citations Atomic-scale modeling of defects in magnesium and its alloys: A review 2025 Journal of Magnesium and Alloys article Materials Science Magnesium Alloys: Properties and Applications Open access 0 citations 4 results References 0