March 17, 2021 article Physics-Informed Neural Networks for Heat Transfer Problems ASME Journal of Heat and Mass Transfer DOI: 10.1115/1.4050542 OpenAlex Authors 0 Author list not loaded yet. Cited by 9 stored of 1,325 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 A new set of test functions for variational physics-informed neural networks in solid mechanics 2026 Journal of Computational Physics article Physics and Astronomy Model Reduction and Neural Networks Open access 0 citations Machine learning based surrogate modeling of the deformation behavior of large compliant thin-walled structures 2026 Procedia CIRP article Physics and Astronomy Model Reduction and Neural Networks Open access 0 citations ReLaTS: a reinforcement learning-based method for dynamically determining the coupling time-step in multiscale simulations of self-gravitating systems 2026 RAS Techniques and Instruments article Physics and Astronomy Stellar, planetary, and galactic studies Open access 0 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 Theory and implementation of inelastic Constitutive Artificial Neural Networks 2023 RWTH Publications (RWTH Aachen) preprint Engineering Elasticity and Material Modeling Open access 9 citations Physics-informed neural networks applied to catastrophic creeping landslides 2023 Landslides article Environmental Science Landslides and related hazards Open access 42 citations Physics-Informed Neural Networks Applied to Catastrophic Creeping Landslides 2023 preprint Environmental Science Landslides and related hazards Open access 1 citations A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: Comparison with finite element method 2022 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access 12 citations A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method 2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access 216 citations 9 results References 0