journal article·2026-03

A novel concurrent multiscale damage analysis method enhanced by physics-informed neural network for composite joint

Wenlong Hu, Hui Cheng, Kaifu Zhang, Yapeng Li, Haozhe Yang, Yuan Li, Renzi Bai, Biao Liang

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OpenAlex topics: Composite Material Mechanics · Numerical methods in engineering · Mechanical Behavior of Composites

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References (41)

Show source-provided references
1. Topography characteristics and formation mechanism of the bolt-hole contact interface during the bolt installation of interference-fit composite structure10.1016/j.tws.2022.109642 ↗
2. Microscale damage modeling of bolt-hole contact interface during the bolt installation process of composite structure10.1016/j.compstruct.2022.115561 ↗
3. Static/fatigue response and degradation behaviors of CFRP/Ti bolted joints under salt-fog and ultraviolet synergistic marine environment10.1016/j.tws.2024.112251 ↗
4. Investigation on static and fatigue performance of CFRP/Al-alloy interference bolted joint considering the influence of hole-axis error10.1016/j.engfailanal.2025.109516 ↗
5. Experimental and numerical investigations on push-out delamination in drilling of composite laminates10.1016/j.compscitech.2020.108238 ↗
6. Modeling on bearing behavior and damage evolution of single-lap bolted composite interference-fit joints10.1016/j.compstruct.2019.01.044 ↗
7. A coupled FEM-FFT concurrent multiscale method for the deformation simulation of CFRPs laminate10.1016/j.compstruct.2024.118246 ↗
8. Improving the open-hole tension characteristics with variable-axial composite laminates: optimization, progressive damage modeling and experimental observations10.1016/j.compscitech.2019.107889 ↗
9. A layerwise multiscale analysis method for composite laminated plates10.1016/j.compstruct.2020.113157 ↗
10. Computational modeling and multiscale homogenization of short fiber composites considering complex microstructure and imperfect interfaces10.1016/j.compstruct.2022.116592 ↗
11. Towards accurate prediction of the dynamic behavior and failure mechanisms of three-dimensional braided composites: a multiscale analysis scheme10.1016/j.tws.2024.112188 ↗
12. Multiscale modeling framework to predict the low-velocity impact and compression after impact behaviors of plain woven CFRP composites10.1016/j.compstruct.2022.116090 ↗
13. Adaptive hierarchical multiscale modeling for concrete trans-scale damage evolution10.1016/j.ijmecsci.2022.107955 ↗
14. A concurrent fibre orientation and topology optimisation framework for 3D-printed fibre-reinforced composites10.1016/j.compscitech.2022.109872 ↗
15. A multilevel finite element method (FE2) to describe the response of highly non-linear structures using generalized continua
16. A multiscale approach for modeling progressive damage of composite materials using fast Fourier transforms10.1016/j.cma.2013.10.017 ↗
17. A direct FE2 method for concurrent multilevel modeling of a coupled thermoelectric problem-Joule heating effect-in multiscale materials and structures10.1016/j.tws.2024.112166 ↗
18. Multiscale modelling of composite laminates with voids through the direct FE2 method10.1016/j.tafmec.2024.104424 ↗
19. A coupled FE-FFT multiscale method for progressive damage analysis of 3D braided composite beam under bending load10.1016/j.compscitech.2019.107691 ↗
20. Direct FE2 for concurrent multilevel modelling of heterogeneous structures10.1016/j.cma.2019.112694 ↗
21. Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials10.1016/j.cma.2016.04.004 ↗
22. Microstructural material database for self-consistent clustering analysis of elastoplastic strain softening materials10.1016/j.cma.2017.11.005 ↗
23. FEM-Cluster based reduction method for efficient numerical prediction of effective properties of heterogeneous material in nonlinear range10.1016/j.cma.2019.01.019 ↗
24. From virtual clustering analysis to self-consistent clustering analysis: a mathematical study10.1007/s00466-018-1573-x ↗
25. Predictive multiscale modeling for Unidirectional Carbon Fiber Reinforced Polymers10.1016/j.compscitech.2019.107922 ↗
26. A concurrent multiscale framework based on self-consistent clustering analysis for cylinder structure under uniaxial loading condition10.1016/j.compstruct.2021.113827 ↗
27. Efficient multiscale investigation of mechanical behavior in Nb3Sn superconducting accelerator magnet based on self-consistent clustering analysis10.1016/j.compstruct.2023.117541 ↗
28. From microscale to mesoscale: the non-linear behavior prediction of 3D braided composites based on the SCA2 concurrent multiscale simulation10.1016/j.compscitech.2021.108947 ↗
29. Efficient multiscale modeling for woven composites based on self-consistent clustering analysis10.1016/j.cma.2020.112929 ↗
30. A highly efficient self-consistent clustering analysis method with field refinement capability for the mesoscale damage behavior of 3D woven composites10.1016/j.compscitech.2024.110609 ↗
31. Multi-scale concurrent analysis for bio-inspired helicoidal CFRP laminates and experimental investigation10.1016/j.compstruct.2022.115886 ↗
32. Understanding the helicoidal damage behavior of bio-inspired laminates by conducting multiscale concurrent simulation and experimental analysis10.1016/j.compstruct.2023.116972 ↗
33. A micromechanical solving method integrating the physics-informed neural network with the self-consistent cluster analysis method for composites laminate10.1016/j.compstruct.2025.119264 ↗
34. A concurrent three-scale scheme FE-SCA2 for the nonlinear mechanical behavior of braided composites10.1016/j.cma.2022.114827 ↗
35. Micromechanical analysis of polymer composites reinforced by unidirectional fibres: part I-Constitutive modelling10.1016/j.ijsolstr.2013.02.009 ↗
36. Experimental and micromechanical investigation of T300/7901 unidirectional composite strength10.1002/pc.25059 ↗
37. Hill-Mandel condition and bounds on lower symmetry elastic crystals10.1016/j.mechrescom.2017.01.005 ↗
38. Elastic surrogate modeling of graphene nanoplatelet-reinforced epoxy using computational homogenization10.1016/j.compscitech.2024.110761 ↗
39. A multiscale elasto-plastic damage model for the nonlinear behavior of 3D braided composites10.1016/j.compscitech.2018.12.003 ↗
40. Micromechanical analysis of polymer composites reinforced by unidirectional fibres: part II – micromechanical analyses10.1016/j.ijsolstr.2013.02.007 ↗
41. Fractal characteristic evaluation and interpolation reconstruction for surface topography of drilled composite hole wall10.1007/s11465-021-0643-5 ↗