December 14, 2022 article Open access Modeling finite-strain plasticity using physics-informed neural network and assessment of the network performance Journal of the Mechanics and Physics of Solids DOI: 10.1016/j.jmps.2022.105177 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 7 stored of 139 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 Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning 2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access 7 citations Physics-informed neural network for constitutive modeling of cyclic crystal plasticity considering deformation mechanism 2025 International Journal of Mechanical Sciences article Materials Science Machine Learning in Materials Science cited by 1 patent 32 citations Theory and implementation of inelastic Constitutive Artificial Neural Networks 2024 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access 84 citations Learning solutions of thermodynamics-based nonlinear constitutive material models using physics-informed neural networks 2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks 82 citations An Anisotropic Thermo-Mechanically Coupled Constitutive Model for Glass Fiber Reinforced Polyamide 6 Including Crystallization Kinetics 2024 SSRN Electronic Journal preprint Materials Science Polymer crystallization and properties Open access 0 citations Mixed formulation of physics‐informed neural networks for thermo‐mechanically coupled systems and heterogeneous domains 2023 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access 98 citations Theory and implementation of inelastic Constitutive Artificial Neural Networks 2023 RWTH Publications (RWTH Aachen) preprint Engineering Elasticity and Material Modeling Open access 9 citations 7 results References 0