Mikhail Itskov

Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning

Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi et al. · Journal of Computational Physics · 2020 · 274 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +28

A class of orthotropic and transversely isotropic hyperelastic constitutive models based on a polyconvex strain energy function

Mikhail Itskov, Nuri Aksel · International Journal of Solids and Structures · 2004 · 186 citations

Nonlinear Elasticity, Engineering, Mechanics +11

A network evolution model for the anisotropic Mullins effect in carbon black filled rubbers

Roozbeh Dargazany, Mikhail Itskov · International Journal of Solids and Structures · 2009 · 163 citations

Materials Science, Engineering, Anisotropic Material +15

A polyconvex hyperelastic model for fiber-reinforced materials in application to soft tissues

Alexander E. Ehret, Mikhail Itskov · Journal of Materials Science · 2007 · 131 citations

Materials Science, Fiber Reinforcement, Engineering +11

Modeling of anisotropic softening phenomena: Application to soft biological tissues

Alexander E. Ehret, Mikhail Itskov · International Journal of Plasticity · 2008 · 115 citations

Mechanobiology, Nonlinear Elasticity, Engineering +12