September 05, 2019 article Open access Machine Learning Interatomic Potentials as Emerging Tools for Materials Science Advanced Materials DOI: 10.1002/adma.201902765 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 7 stored of 1,058 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 Multi-objective optimization and quantum hybridization of equivariant deep learning interatomic potentials 2026 Computational Materials Science article Materials Science Machine Learning in Materials Science Open access 1 citations Tellurides as Zintl phases—to be or not to be? 2025 Japanese Journal of Applied Physics article Materials Science Advanced Thermoelectric Materials and Devices Open access 1 citations Tellurides as Zintl phases? 2025 Journal of Physics Condensed Matter article Materials Science Crystal Structures and Properties Open access 4 citations Linking Bulk and Surface Structures in Complex Mixed Oxides 2024 ACS Catalysis article Chemical Engineering Catalysis and Oxidation Reactions Open access 7 citations 2023 Roadmap on molecular modelling of electrochemical energy materials 2023 Journal of Physics Energy article Materials Science Machine Learning in Materials Science Open access 40 citations Unraveling Crystallization Mechanisms and Electronic Structure of Phase‐Change Materials by Large‐Scale Ab Initio Simulations 2022 Advanced Materials article Materials Science Phase-change materials and chalcogenides Open access 56 citations Ab initio molecular dynamics and materials design for embedded phase-change memory 2021 npj Computational Materials article Materials Science Phase-change materials and chalcogenides Open access 70 citations 7 results References 0