Viscoelastic Constitutive Artificial Neural Networks (vCANNs) $-$ a framework for data-driven anisotropic nonlinear finite viscoelasticity

21 March 2023

Papers citing "Viscoelastic Constitutive Artificial Neural Networks (vCANNs) $-$ a framework for data-driven anisotropic nonlinear finite viscoelasticity"

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Title
Physics-based machine learning for fatigue lifetime prediction under non-uniform loading scenarios Abedulgader Baktheer Fadi Aldakheel AI4CE 55 1 0 07 Mar 2025
Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling H. Holthusen T. Brepols K. Linka Ellen Kuhl 23 5 0 17 Oct 2024
Accounting for plasticity: An extension of inelastic Constitutive Artificial Neural Networks Birte Boes Jaan-Willem Simon H. Holthusen AI4CE 42 6 0 27 Jul 2024
A thermodynamically consistent physics-informed deep learning material model for short fiber/polymer nanocomposites Betim Bahtiri B. Arash Sven Scheffler Maximilian Jux R. Rolfes AI4CE 28 5 0 27 Mar 2024