July 15, 2020 article Open access Deep least-squares methods: An unsupervised learning-based numerical method for solving elliptic PDEs Journal of Computational Physics DOI: 10.1016/j.jcp.2020.109707 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 1 stored of 112 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 Variationally correct neural residual regression for parametric PDEs: on the viability of controlled accuracy 2025 IMA Journal of Numerical Analysis article Physics and Astronomy Model Reduction and Neural Networks Open access 10 citations 1 result References 0