Neural Network Based Constitutive Model for Rubber Material

• Multiscale modeling of non-crimp fabrics incorporating with artificial neural networks

  2025 SSRN Electronic Journal preprint Engineering Composite Material Mechanics Open access

  0

  citations
• Rediscovering the Mullins effect with deep symbolic regression

  2024 International Journal of Plasticity article Engineering Elasticity and Material Modeling Open access

  26

  citations
• Hyperelastic material modelling using symbolic regression

  2023 PAMM article Engineering Elasticity and Material Modeling Open access

  7

  citations
• A mesoscale model of non‐crimp fabrics based on a deep learning framework

  2023 PAMM article Engineering Mechanical Behavior of Composites Open access

  3

  citations
• Automatic generation of interpretable hyperelastic material models by symbolic regression

  2023 International Journal for Numerical Methods in Engineering article Engineering Elasticity and Material Modeling Open access

  54

  citations
• 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

6 results