Micromechanical study of multiple transverse cracking in cross-ply fiber-reinforced composite laminates

R Sepasdar, M Shakiba - Composite Structures, 2022 - Elsevier
This paper integrates an efficient numerical framework with robust and accurate constitutive
equations to study transverse behavior and multiple cracking of cross-ply fiber-reinforced …

IGFEM-based shape sensitivity analysis of the transverse failure of a composite laminate

X Zhang, DR Brandyberry, PH Geubelle - Computational Mechanics, 2019 - Springer
This manuscript presents a shape sensitivity analysis method based on an Interface-
enriched Generalized Finite Element Method (IGFEM) formulation and its application to the …

On the usefulness of gradient information in surrogate modeling: Application to uncertainty propagation in composite material models

A Bhaduri, D Brandyberry, MD Shields… - Probabilistic …, 2020 - Elsevier
In this work, the performance of non-gradient as well as gradient-enhanced versions of two
different classes of surrogate modeling approaches, polynomial least squares regression …

Multiscale design of nonlinear materials using reduced-order modeling

DR Brandyberry, X Zhang, PH Geubelle - Computer Methods in Applied …, 2022 - Elsevier
A two-step optimization method is proposed for the efficient multiscale design of
heterogeneous materials whose nonlinear macroscopic response is driven by volumetric …

Transverse failure of carbon fiber composites: analytical sensitivity to the distribution of fiber/matrix interface properties

M Shakiba, DR Brandyberry, S Zacek… - … Journal for Numerical …, 2019 - Wiley Online Library
An analytic differentiation method is presented to calculate the sensitivity of the transverse
failure response of carbon fiber composite laminates to the distribution parameters of the …

Detecting transverse cracks initiation in composite laminates via statistical analysis of sensitivity data

M Shakiba - Mechanics Research Communications, 2021 - Elsevier
This study presents a novel method to describe the microscale phenomenon of cracks
initiation based on sensitivity analysis in laminate fiber-reinforced composites. The failure of …

Micromechanical Behavior of Fiber-Reinforced Composites using Finite Element Simulation and Deep Learning

R Sepasdar - 2021 - vtechworks.lib.vt.edu
This dissertation studies the micromechanical behavior of high-performance carbon fiber-
reinforced polymer (CFRP) composites through high-fidelity numerical simulations. We …