March 11, 2025 article Open access From PINNs to PIKANs: recent advances in physics-informed machine learning Machine learning for computational science and engineering DOI: 10.1007/s44379-025-00015-1 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 5 stored of 225 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 Non-asymptotic Analysis of Projected Gradient Descent for Physics-Informed Neural Networks 2026 SEMA SIMAI Springer series conference-paper Physics and Astronomy Model Reduction and Neural Networks 2 citations Real-Time Prediction of Pressure and Film Height Distribution in Plain Bearings Using Physics-Informed Neural Networks (PINNs) 2025 Lubricants article Engineering Tribology and Lubrication Engineering Open access 8 citations Trainable embedding quantum physics informed neural networks for solving nonlinear PDEs 2025 Scientific Reports article Computer Science Quantum Computing Algorithms and Architecture Open access 13 citations A fast food-freezing temperature estimation framework using optimally located sensors 2025 International Journal of Mechanical Sciences article Physics and Astronomy Model Reduction and Neural Networks Open access 5 citations 5 results References 1 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 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 1 result