December 24, 2024 article The deep finite element method: A deep learning framework integrating the physics-informed neural networks with the finite element method Computer Methods in Applied Mechanics and Engineering DOI: 10.1016/j.cma.2024.117681 OpenAlex Authors 0 Author list not loaded yet. Cited by 2 stored of 67 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 Transfer-learned Kolosov–Muskhelishvili informed neural networks for fracture mechanics 2026 Theoretical and Applied Fracture Mechanics article Engineering Numerical methods in engineering Open access 4 citations 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 2 results References 0