Predicting mechanical behaviors of rubber materials with artificial neural networks

Z Yuan, MQ Niu, H Ma, T Gao, J Zang, Y Zhang… - International Journal of …, 2023 - Elsevier
Rubber is considered as a new material for making landing gear shock absorbers for new
energy electric aircraft. This investigation tested nitrile butadiene rubber blocks with different …

Deep-learning-enhanced digital twinning of complex composite structures and real-time mechanical interaction

X Xu, G Wang, H Yan, L Zhang, X Yao - Composites Science and …, 2023 - Elsevier
Digital twins are undergoing growth that enables highly informative and scaleable
interaction between physical objects and virtual twins, which is of great significance to the …

Digital twin and cross-scale mechanical interaction for fabric rubber composites considering model uncertainties

X Xu, G Wang, S Xuan, Y Shan, H Yang… - Composites Science and …, 2024 - Elsevier
Digital twin ushers in growth as one cutting-edge technology that enables high-precision,
informative and real-time interaction of advanced composites, influencing the paradigm of …

Structural optimization of an arch-structured epoxy/rubber composite vibration isolator using deep Q-value neural network reinforcement learning

H Hong, KI Jeong, SY On, W Kim, SS Kim - Composite Structures, 2023 - Elsevier
Vibration isolators are used to reduce unexpected vibrations that can negatively affect the
system performance. For high load-bearing applications, vibration isolators must have high …

Comfortable, Anisotropic-Elastic, and Multilayered Fibrous Bandages with Enhanced Directional Tensile Performance

H Zhang, Q Zhai, Q Zhen, X Guan… - ACS Applied Polymer …, 2024 - ACS Publications
Elastic fabric bandages exhibit great potential in covering the body contours due to their
tensile and comfort performance being well-regulated by their fibrous structure. However …

Chelated titanate modified multilayer graphene-butylpyridine latex/polyethylene terephthalate composites with enhanced thermal conductivity

Y Xie, Y Xu, Y Du, Z Zhou, L Zou, W Li - Diamond and Related Materials, 2024 - Elsevier
The low thermal conductivity of polyethylene terephthalate (PET) fabric, which affects the
thermal conducting between different layers in composites, is often the weakness in the …

[HTML][HTML] Exploration of Textile–Silicone Composites and Materials for Personal Impact-Resistant Protection

MK Chan, PL Li, KL Yick, J Yip, SP Ng - Materials, 2024 - mdpi.com
Conventional cushioning materials such as silicone sheets which have been recommended
for resisting impact generally cause discomfort to the wearer from heat and perspiration …

Modeling Analysis of Complex Deformation of Woven Coating Film during the Cyclic Tensile Process

L Cai, Z Zhang, D Cai, G Zhou, X Wang - Polymers, 2024 - mdpi.com
It is difficult for the existing Burgers model to accurately depict the off-axis cyclic drawing
process of woven coatings. In this paper, the mechanical deformation of woven PVC …

Mechanical Behaviors of Hybrid Composites with Orthogonal Spiral Wire Mesh and Polyurethane Elastomer

X Xue, C Lin, Z Ye, F Lai - Advanced Engineering Materials, 2023 - Wiley Online Library
This work aims to significantly improve the mechanical properties of conventional rigid lattice
structures under repeatable large deformations. A novel hybrid material is proposed based …

[HTML][HTML] Combing High-Modulus Fibers with a Novel Foaming Structure Applied to Protective Sandwich-Structured Composites: Manufacturing Techniques and …

YH Ho, YY Lin, MC Lin, CW Lou, YS Chen, JH Lin - Polymers, 2023 - mdpi.com
This study proposes the composites with a sandwich structure that is primarily made by the
multi-step foaming process. The staple material is polyurethane (PU) foam that is combined …