[HTML][HTML] Recent advances in slow crack growth modeling of polyethylene materials

A Almomani, AHI Mourad, S Deveci, JW Wee… - Materials & Design, 2023 - Elsevier
Slow crack growth (SCG) is a time-dependent quasi-brittle type of failure that polyethylene
(PE) materials exhibit under low stress levels. The interplay between the crack and its plastic …

Comparison and review of classical and machine learning-based constitutive models for polymers used in aeronautical thermoplastic composites

S Ling, Z Wu, J Mei - Reviews on Advanced Materials Science, 2023 - degruyter.com
Most of the stress–strain relationships of thermoplastic polymers for aeronautical composites
tend to be nonlinear and sensitive to strain rate and temperature, so accurate constitutive …

[HTML][HTML] Constitutive model calibration for the thermal viscoelastic-viscoplastic behavior of high density polyethylene under monotonic and cyclic loading

A Almomani, S Deveci, AHI Mourad, I Barsoum - Polymer Testing, 2023 - Elsevier
High density polyethylene (HDPE) can show viscoelastic-viscoplastic behaviors under
monotonic loads and a stress softening after reloading under cyclic ones. This sets a …

Training material models using gradient descent algorithms

T Chen, MC Messner - International Journal of Plasticity, 2023 - Elsevier
High temperature design requires accurate constitutive models to describe material inelastic
deformation and failure behavior. Oftentimes, calibrating accurate models devolves into the …

Incorporating crystallinity distributions into a thermo-mechanically coupled constitutive model for semi-crystalline polymers

S Felder, H Holthusen, S Hesseler… - International Journal of …, 2020 - Elsevier
Thermoplastic polymers (TP) are well-suited for thermoforming and injection moulding
processes. Semi-crystalline polymers (SCP) are a specific class of TPs, which partly …

[HTML][HTML] A composite Bayesian optimisation framework for material and structural design

RPC Coelho, AFC Alves, TMN Pires… - Computer Methods in …, 2025 - Elsevier
In this contribution, a new design framework leveraging Bayesian optimisation is developed
to enhance the efficiency and quality of material and structural design processes. The …

Characterization of loading, relaxation, and recovery behaviors of high‐density polyethylene using a three‐branch spring‐dashpot model

F Shi, PYB Jar - Polymer Engineering & Science, 2024 - Wiley Online Library
This paper presents an analysis of the stress evolution of high‐density polyethylene (HDPE)
at loading, relaxation, and recovery stages in a multi‐relaxation‐recovery (RR) test. The …

[HTML][HTML] Numerical and experimental analysis of inelastic and rate-dependent buckling of thin injection-moulded high-density polyethylene structure

M Kroon, E Andreasson, V Petersson… - International Journal of …, 2024 - Elsevier
Semi-crystalline polymers is an important group of materials that is used in a vast array of
products. In this study, the rate-dependent properties of high-density polyethylene (HDPE) …

Multiscale modeling of the strain-induced α→ β phase transition and piezoelectric activity in semi-crystalline poly (vinylidene fluoride) over a large-strain range

Z Yan, F Zaïri, A Zaoui - Mechanics of Materials, 2023 - Elsevier
The present contribution investigates within a hierarchical multi-scale approach the relation
between the macroscopic properties of semi-crystalline poly (vinylidene fluoride)(PVDF) and …

A thermo-viscoelastic-damage constitutive model for cyclically loaded rubbers. Part II: Experimental studies and parameter identification

Q Guo, F Zaïri, X Guo - International Journal of Plasticity, 2018 - Elsevier
Cyclically loaded styrene-butadiene rubber containing different amounts of carbon-black is
experimentally examined under different pre-stretch levels at room temperature. The …