December 17, 2022 article Open access Predicting stress, strain and deformation fields in materials and structures with graph neural networks Scientific Reports DOI: 10.1038/s41598-022-26424-3 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 5 stored of 197 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 Inelastic Constitutive Kolmogorov–Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models 2026 International Journal of Engineering Science article Materials Science Machine Learning in Materials Science Open access 0 citations Inelastic Constitutive Kolmogorov-Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models 2026 SSRN Electronic Journal preprint Materials Science Machine Learning in Materials Science Open access 1 citations Predicting fracture in disordered network materials using the local intelligent stress threshold indicator 2025 Communications Physics article Materials Science Material Dynamics and Properties Open access 3 citations Advancing deformation calculation: a physics-informed deep graph learning framework for hyperelastic materials 2025 Advanced Modeling and Simulation in Engineering Sciences article Physics and Astronomy Model Reduction and Neural Networks Open access 3 citations Deep reinforcement learning for microstructural optimisation of silica aerogels 2024 Scientific Reports article Chemistry Aerogels and thermal insulation Open access 10 citations 5 results References 0