[HTML][HTML] Applications of artificial intelligence/machine learning to high-performance composites

Y Wang, K Wang, C Zhang - Composites Part B: Engineering, 2024 - Elsevier
With the booming prosperity of artificial intelligence (AI) technology, it triggers a paradigm
shift in engineering fields including material science. The integration of AI and machine …

[HTML][HTML] Manufacturing Technology of Lightweight Fiber-Reinforced Composite Structures in aerospace: current situation and toward intellectualization

Y Chen, J Zhang, Z Li, H Zhang, J Chen, W Yang, T Yu… - Aerospace, 2023 - mdpi.com
Lightweight fiber-reinforced composite structures have been applied in aerospace for
decades. Their mechanical properties are crucial for the safety of aircraft and mainly depend …

[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 …

Process-dependent multiscale modeling for 3D printing of continuous fiber-reinforced composites

J Zhang, W Yang, Y Li - Additive Manufacturing, 2023 - Elsevier
Abstract Three-dimensional (3D) printing has broad application prospects in the field of
lightweight composite structures due to its superior manufacturing flexibility. However …

3D printed bio-inspired self-similar carbon fiber reinforced composite sandwich structures for energy absorption

Y Chen, Z Jin, W Kang, Z Liu, W Yang, Y Li - Composites Science and …, 2024 - Elsevier
Fractals widely found in nature possess amazing simple shape cell yet infinitely complex
macrostructures. Importantly, all fractals manifest a degree of self-similarity that provides …

[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] Surface waviness of continuous fiber-reinforced thermosets–Experimental and numerical studies considering the viscoelasticity of the resin

N Lorenz, P Hennes, K Fischer, C Hopmann - Composites Part A: Applied …, 2024 - Elsevier
This contribution aims to understand surface waviness formation during cooling and post-
curing of glass fiber-reinforced plastics (GFRP). GFRP plates were manufactured by resin …

A review on laser-assisted manufacturing process of thermoset composites: A review of fundamentals, processes, scientific modelling, challenges and prospective

SF Nabavi, H Dalir - Optics & Laser Technology, 2025 - Elsevier
Thermoset composites are vital materials in modern manufacturing due to their exceptional
mechanical properties, chemical resilience, and thermal endurance across diverse …

[HTML][HTML] Material characterization of cyanate ester material for structures with high dimensional stability requirements

JB Robles, P Hubert - Composites Part A: Applied Science and …, 2023 - Elsevier
The degradation temperature, cure kinetics, viscosity, shrinkage, thermal expansion, and the
modulus of RS-36-1 (modified epoxy), RS-3C and RS-3 (cyanate esters) are measured to …

Active control of cure-induced distortion for composite parts using multi-zoned self-resistance electric heating method

S Liu, Y Li, J Gan, Z Yang, J Zhou, X Hao - Journal of Manufacturing …, 2023 - Elsevier
High dimensional accuracy of the carbon fiber reinforced polymer (CFRP) composite parts
has been a long-term challenge for manufacturers in the aerospace industry. Traditionally …
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