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 · 308 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

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 · 191 citations

Engineering, Materials Science, Mechanical Engineering +14

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 · 169 citations

Natural Sciences, Materials Engineering, Materials Science +14

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

Alexander E. Ehret, Mikhail Itskov · Journal of Materials Science · 2007 · 137 citations

Natural Sciences, Materials Engineering, Materials Science +16

Modeling of anisotropic softening phenomena: Application to soft biological tissues

Alexander E. Ehret, Mikhail Itskov · International Journal of Plasticity · 2008 · 118 citations

Natural Sciences, Bioengineering, Biomedical Engineering +12