Deep learning-based analysis of damage mechanisms in 3D angle-interlock woven composites under variable impact conditions
Bibliographic record
Abstract
No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.
Source: Not provided · Quality: missing
Research context
OpenAlex topics: Mechanical Behavior of Composites · Textile materials and evaluations · Structural Analysis of Composite Materials
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (27)
Show source-provided references
1. Elastic and fracture behavior of three-dimensional ply-to-ply angle interlock woven composites: Through-thickness, size effect, and multiaxial tests
2. Ballistic performance and damage behavior of three-dimensional angle-interlock woven composites under high velocity impact: Experimental and numerical studies10.1016/j.tws.2023.111056 ↗
3. Experimental study on three-point bending behavior of 3D angle-interlock woven open-hole composites at elevated temperatures
4. The interfacial shear strength of carbon nanotube sheet modified carbon fiber composites
5. Experimental investigation on the damage accumulation mechanism of 3D orthogonal woven composites under repeated low-velocity impacts10.1016/j.ijimpeng.2024.105035 ↗
6. Low velocity impact failure mechanisms of carbon/UHMWPE 2.5 D woven hybrid composites via experimental and numerical methods10.1016/j.compstruct.2023.117290 ↗
7. Ultrasonic damage investigation on woven jute/poly (lactic acid) composites subjected to low velocity impact10.1016/j.compositesb.2016.09.076 ↗
8. Impact crack quantification analyses in 3-D angle-interlock woven composite using image segmentation method10.1016/j.engfracmech.2022.108529 ↗
9. Multi-scale digital image correlation for detection and quantification of matrix cracks in carbon fiber composite laminates in the absence and presence of voids controlled by the cure cycle10.1016/j.compositesb.2018.07.006 ↗
10. Multi-crack damage identification and quantification using lamb wave-based structural health monitoring10.1016/j.tws.2024.112782 ↗
11. Damage location, quantification and characterization of steel-concrete composite beams using acoustic emission
12. Digital-volume-correlation-assisted crack extraction using X-ray computed tomography images of cementitious materials10.1016/j.cemconcomp.2025.105968 ↗
13. A novel automatic crack classification algorithm of 3-D woven composites based on deep-learning U-Net model10.1016/j.engfracmech.2023.109488 ↗
14. An improved automatic image labeling and classification algorithm for multi-mode damage quantification of 2.5 D woven composites based on deep learning strategy10.1016/j.compscitech.2024.110932 ↗
15. Parametric modeling on warp and weft tensile strength prediction and progressive damage evolution of 3D angle-interlock woven composites10.1016/j.compstruct.2025.119072 ↗
16. Influence of realistic microscopic fiber misalignments on compressive damage mechanisms of 3D angle-interlock woven composites: In-situ measurements and numerical simulations10.1016/j.compscitech.2023.110317 ↗
17. X-ray tomography and numerical study on low-velocity impact damages of three-dimensional angle-interlock woven composites10.1016/j.compstruct.2019.111525 ↗
18. Rate-dependent tensile behavior and statistic strength model for fiber tow composites10.1016/j.polymertesting.2023.108021 ↗
19. Structure effect on damage evolution of 3-D angle-interlock woven composites under low-velocity impact by coupled DIC analysis and numerical study10.1007/s10443-022-10080-x ↗
20. U-net: Convolutional networks for biomedical image segmentation
21. Low-velocity impact of woven CFRE composites under different temperature levels10.1016/j.ijimpeng.2017.04.023 ↗
22. Ghelli · 2012
23. Development and characterization of structural adhesives for aerospace industry with alumina nanoparticles under shear and thermo-mechanical impact loads10.1177/0954410019875557 ↗
24. An experimental investigation on low-velocity impact response and compression after impact of a stochastic, discontinuous prepreg tape composite10.1016/j.compositesa.2021.106524 ↗
25. Effect of thickness on the impact resistance of flax fibre-reinforced polymer10.1177/0731684416648780 ↗
26. Investigation on layer hybridization of glass/carbon fibre woven reinforced composites subjected to low-speed impact10.3390/jcs7020083 ↗
27. A comprehensive study of low-velocity impact behavior and damage evaluation of angle-ply thin woven GFRP composites under elevated temperatures10.1016/j.compscitech.2024.110608 ↗