March 31, 2023 article Accelerating the design of compositionally complex materials via physics-informed artificial intelligence Nature Computational Science DOI: 10.1038/s43588-023-00412-7 OpenAlex Authors 0 Author list not loaded yet. Cited by 1 stored of 107 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 Machine learning for discrimination of phase‐change chalcogenide glasses 2025 InfoMat article Materials Science Phase-change materials and chalcogenides Open access 25 citations 1 result References 5 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 Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior 2020 Advanced Modeling and Simulation in Engineering Sciences article Materials Science Microstructure and mechanical properties Open access 74 citations Machine-learning-based surrogate modeling of microstructure evolution using phase-field 2022 Computational Materials Science article Materials Science Machine Learning in Materials Science 62 citations The hidden structure dependence of the chemical life of dislocations 2021 Science Advances article Materials Science Microstructure and mechanical properties Open access 53 citations Featurizing chemistry for machine learning — methods and a coded example 2022 Current Opinion in Chemical Engineering review Materials Science Machine Learning in Materials Science 11 citations An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials 2022 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access 7 citations 5 results