March 11, 2023 article Open access Adaptive goal-oriented data sampling in Data-Driven Computational Mechanics Computer Methods in Applied Mechanics and Engineering DOI: 10.1016/j.cma.2023.115949 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 25 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 sparse basis for equilibrium stress fields with application for direct data-driven mechanics 2026 Computer Methods in Applied Mechanics and Engineering article Engineering Numerical methods in engineering Open access 1 citations Efficient evaluation of mechanical properties for two-phase materials using a direct data-driven approach 2025 Materials & Design article Materials Science Machine Learning in Materials Science Open access 0 citations Efficient Evaluation of Mechanical Properties for Two-Phase Materials Using a Direct Data-Driven Approach 2025 SSRN Electronic Journal preprint Materials Science Machine Learning in Materials Science Open access 0 citations Direct data-driven algorithms for multiscale mechanics 2024 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access 17 citations 4 results References 4 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 Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning 2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents 341 citations Model-free data-driven computational mechanics enhanced by tensor voting 2020 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access 82 citations Efficient data structures for model-free data-driven computational mechanics 2021 Computer Methods in Applied Mechanics and Engineering article Engineering Numerical methods in engineering Open access 67 citations A data‐driven solver scheme for inelastic problems 2023 PAMM article Engineering Advanced Numerical Methods in Computational Mathematics Open access 2 citations 4 results