9 citations · 22 across the 5 of their papers we have counts for
6 papers
Influence of the microstructure on the mechanical behavior of nanoporous materials under large strains
Rajesh Chandrasekaran, Mikhail Itskov, Ameya Rege
Nanoporous materials are characterized by their complex porous morphology illustrated by the presence of a solid network and voids. The fraction of these voids is characterized by…
Rediscovering the Mullins Effect With Deep Symbolic Regression
Rasul Abdusalamov, Jendrik Weise, Mikhail Itskov
The Mullins effect represents a softening phenomenon observed in rubber-like materials and soft biological tissues. It is usually accompanied by many other inelastic effects like f…
Discovering Asymptotic Expansions Using Symbolic Regression
Rasul Abdusalamov, Julius Kaplunov, Mikhail Itskov
Recently, symbolic regression (SR) has demonstrated its efficiency for discovering basic governing relations in physical systems. A major impact can be potentially achieved by coup…
Automatic generation of interpretable hyperelastic material models by symbolic regression
Rasul Abdusalamov, Markus Hillgärtner, Mikhail Itskov
In this paper, we present a new procedure to automatically generate interpretable hyperelastic material models. This approach is based on symbolic regression which represents an ev…
A general isogeometric finite element formulation for rotation-free shells with in-plane bending of embedded fibers
Thang Xuan Duong, Mikhail Itskov, Roger Andrew Sauer
This paper presents a general, nonlinear isogeometric finite element formulation for rotation-free shells with embedded fibers that captures anisotropy in stretching, shearing, twi…
A general theory for anisotropic Kirchhoff-Love shells with in-plane bending of embedded fibers
Thang Xuan Duong, Vu Ngoc Khiêm, Mikhail Itskov +1
This work presents a generalized Kirchhoff-Love shell theory that can explicitly capture fiber-induced anisotropy not only in stretching and out-of-plane bending, but also in in-pl…