A generalized dual potential for inelastic Constitutive Artificial Neural Networks: A JAX implementation at finite strains

Documenti analoghi

• Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling
  di: Holthusen, Hagen, et al.
  Pubblicazione: (2024)
• Theory and implementation of inelastic Constitutive Artificial Neural Networks
  di: Holthusen, Hagen, et al.
  Pubblicazione: (2023)
• A Complement to Neural Networks for Anisotropic Inelasticity at Finite Strains
  di: Holthusen, Hagen, et al.
  Pubblicazione: (2025)
• A Convex Route to Thermomechanics: Learning Internal Energy and Dissipation
  di: Holthusen, Hagen, et al.
  Pubblicazione: (2026)
• Autoencoder-based non-intrusive model order reduction in continuum mechanics
  di: Kehls, Jannick, et al.
  Pubblicazione: (2025)