This study proposes data-driven machine learning models to predict the nonlinear load-
displacement response in constant amplitude high-cycle fatigue loading of unsymmetric …

A dynamic model built theoretically and simulated numerically for an unsymmetric bistable
laminate is elucidated, elaborating the dynamic regimes. Peak-to-peak amplitude diagrams …

The geometry of a bistable unsymmetric cross-ply carbon fiber reinforced polymer (CFRP)
laminate impacts the observed stable configuration curvature. Continuum robotic systems …

In this paper, the theoretical shell model of the bistable unsymmetric composite laminates is
elucidated, elaborating the intra-well and inter-well dynamics. Deploying initial …

The characterization of the damage state of a system provides insight into its performance
and safety during operation. In composite materials, specifically, fiber-reinforced polymers …

The development of composite materials for structural components necessitates methods for
evaluating and characterizing their damage states after encountering loading conditions …

Composite laminates constructed in an asymmetric layup orientation of [0i, 90i], i> 0, exhibit
two stable equilibrium positions and may be actuated to snap from a primary cure shape to …

The ability of a material to display two equilibrium states, called bistability, has been
previously observed in carbon fiber reinforced polymers (CFRPs). For bistability to occur, the …