February 21, 2020 preprint Open access Learning to Simulate Complex Physics with Graph Networks arXiv (Cornell University) DOI: 10.48550/arxiv.2002.09405 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 5 stored of 431 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 Artificial Intelligence‐Based Detection of Local Spots in Network Materials Prone to Mechanical Failure 2024 PAMM article Materials Science Machine Learning in Materials Science Open access 0 citations Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs 2022 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent 60 citations SOLVING TRANSIENT INVERSE HEAT TRANSFER PROBLEMS IN COMPLEX GEOMETRIES USING PHYSICS-GUIDED NEURAL NETWORKS (PGNN) 2021 MM Science Journal article Physics and Astronomy Model Reduction and Neural Networks Open access 2 citations Accurately Solving Rod Dynamics with Graph Learning 2021 King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) conference-paper Computer Science Computer Graphics and Visualization Techniques 6 citations Accurately Solving Physical Systems with Graph Learning 2020 arXiv (Cornell University) preprint Computer Science Computer Graphics and Visualization Techniques Open access 4 citations 5 results References 0