August 18, 2025 article Open access An automated framework for exploring and learning potential-energy surfaces Nature Communications DOI: 10.1038/s41467-025-62510-6 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 1 stored of 24 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 sustainable exploration of chemical spaces with machine learning 2026 Digital Discovery article Materials Science Machine Learning in Materials Science Open access 0 citations 1 result References 2 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 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 Atomate2: modular workflows for materials science 2025 Digital Discovery article Materials Science Machine Learning in Materials Science Open access 43 citations 2 results