[HTML][HTML] Measuring and understanding cure-dependent viscoelastic properties of epoxy resin: A review

M Müller-Pabel, JAR Agudo, M Gude - Polymer Testing, 2022 - Elsevier
The experimental determination of cure-dependent viscoelastic properties is of utmost
importance for processing and use of epoxy (EP) resin-based materials and structures …

A review of aging, degradation, and reusability of PA12 powders in selective laser sintering additive manufacturing

F Yang, N Zobeiry, R Mamidala, X Chen - Materials Today …, 2023 - Elsevier
A popular form of additive manufacturing, selective laser sintering (SLS) enables the
unprecedented making of complex 3D parts with high mechanical performance. The semi …

A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications

N Zobeiry, KD Humfeld - Engineering Applications of Artificial Intelligence, 2021 - Elsevier
A physics-informed neural network is developed to solve conductive heat transfer partial
differential equation (PDE), along with convective heat transfer PDEs as boundary …

[HTML][HTML] Multiscale thermo-mechanical analysis of cure-induced deformation in composite laminates using Direct FE2

J Zhi, B Yang, Y Li, TE Tay, VBC Tan - Composites Part A: Applied Science …, 2023 - Elsevier
In this study, we propose a versatile two-scale approach for thermo-viscoelastic analysis of
the curing of composite laminates. Cure-induced residual stresses and part distortion …

[HTML][HTML] Understanding and predicting defect formation in automated fibre placement pre-preg laminates

JPH Belnoue, T Mesogitis, OJ Nixon-Pearson… - Composites Part A …, 2017 - Elsevier
Fibre path defects are detrimental to the structural integrity of composite components and
need to be minimised through process optimization. This requires understanding of the …

Consolidation-driven defect generation in thick composite parts

JPH Belnoue, OJ Nixon-Pearson… - Journal of …, 2018 - asmedigitalcollection.asme.org
Fiber waviness is one of the most significant defects that occurs in composites due to the
severe knockdown in mechanical properties that it causes. This paper investigates the …

[HTML][HTML] An accelerated process optimization method to minimize deformations in composites using theory-guided probabilistic machine learning

C Schoenholz, N Zobeiry - Composites Part A: Applied Science and …, 2024 - Elsevier
While aerospace manufacturing and assembly technologies have significantly evolved,
challenges persist in mitigating process-induced deformations (PIDs) in composite parts …

[HTML][HTML] A machine learning framework for real-time inverse modeling and multi-objective process optimization of composites for active manufacturing control

KD Humfeld, D Gu, GA Butler, K Nelson… - Composites Part B …, 2021 - Elsevier
For manufacturing of aerospace composites, several parts may be processed
simultaneously using convective heating in an autoclave. Due to uncertainties including tool …

[HTML][HTML] Effect of temperature history during additive manufacturing on crystalline morphology of PEEK

A Lee, M Wynn, L Quigley, M Salviato… - Advances in Industrial and …, 2022 - Elsevier
Additive manufacturing parameters of high-performance polymers greatly affect the thermal
history and consequently quality of the end-part. For fused deposition modeling (FDM), this …

[HTML][HTML] Micro-level mechanisms of fiber waviness and wrinkling during hot drape forming of unidirectional prepreg composites

K Farnand, N Zobeiry, A Poursartip… - Composites Part A: Applied …, 2017 - Elsevier
Fiber misalignment in composites in the form of in-plane waviness and out of-plane
wrinkling, is a major defect arising from processes such as hot drape forming. This work …