Data Driven Computing with noisy material data sets

• 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
• A SPARSE BASIS FOR EQUILIBRIUM STRESS FIELDS WITH APPLICATION FOR DIRECT DATA-DRIVEN MECHANICS

  2025 SSRN Electronic Journal preprint Engineering Numerical methods in engineering Open access

  0

  citations
• Model-free Data-Driven inference in computational mechanics

  2022 Computer Methods in Applied Mechanics and Engineering article Decision Sciences Probabilistic and Robust Engineering Design Open access

  32

  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
• 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
• Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior

  2020 Advanced Modeling and Simulation in Engineering Sciences article Materials Science Microstructure and mechanical properties Open access

  74

  citations

6 results