3 papers
cond-mat.mtrl-sci2024
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…
cs.CE2024
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…
cs.SC2023
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…