February 14, 2018 article The Deep Ritz Method: A Deep Learning-Based Numerical Algorithm for Solving Variational Problems Communications in Mathematics and Statistics DOI: 10.1007/s40304-018-0127-z OpenAlex Authors 0 Author list not loaded yet. Cited by 3 stored of 1,464 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 Finite Operator Learning: Bridging neural operators and numerical methods for efficient parametric solution and optimization of PDEs 2025 Finite Elements in Analysis and Design article Physics and Astronomy Model Reduction and Neural Networks 10 citations Residual multi-fidelity neural network computing 2025 BIT Numerical Mathematics article Physics and Astronomy Model Reduction and Neural Networks Open access 11 citations Deep NURBS—admissible physics-informed neural networks 2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access 5 citations 3 results References 0