February 06, 2024 article Open access Respecting causality for training physics-informed neural networks Computer Methods in Applied Mechanics and Engineering DOI: 10.1016/j.cma.2024.116813 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 6 stored of 368 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 physics-informed meta-learning framework for the continuous solution of parametric PDEs on arbitrary geometries 2026 Computers & Structures article Physics and Astronomy Model Reduction and Neural Networks Open access 4 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 Quantifying data needs in surrogate modeling for flow fields in two-dimensional stirred tanks with physics-informed neural networks 2025 Physics of Fluids article Physics and Astronomy Model Reduction and Neural Networks 6 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 A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations 2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access 27 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 6 results References 0