Optimized neural network and finite element method for accurate fatigue crack growth path prediction
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: Fatigue and fracture mechanics · Structural Health Monitoring Techniques · Infrastructure Maintenance and Monitoring
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (37)
Show source-provided references
1. Crack path and life prediction under mixed mode cyclic variable amplitude loading through XFEM10.1016/j.ijfatigue.2018.04.026 ↗
2. Fatigue crack growth studies under mixed-mode loading10.1016/S0142-1123(01)00146-3 ↗
3. Wing-crack initiation angle: a new maximum tangential stress criterion by considering T -stress10.1016/j.engfracmech.2018.06.010 ↗
4. A new mixed mode I/II failure criterion for laminated composites considering fracture process zone10.1016/j.tafmec.2018.09.004 ↗
5. Fatigue crack propagation simulation in an aircraft engine fan blade attachment10.1016/j.ijfatigue.2005.06.016 ↗
6. Fatigue crack growth simulation in a first stage of compressor blade10.1016/j.engfailanal.2014.06.018 ↗
7. A numerical study of transverse cracking in cross-ply laminates by 3D finite fracture mechanics10.1016/j.compositesb.2016.03.023 ↗
8. Numerical Fracture Analysis of a Reactor pressure Vessel based on Abaqus-FRANC3D Co-simulation Method10.1016/j.prostr.2022.01.078 ↗
9. Corrosion fatigue crack growth prediction of bridge suspender wires using Bayesian gaussian process10.1016/j.ijfatigue.2022.107377 ↗
10. Fatigue crack growth simulation under cyclic non-proportional mixed mode loading10.1016/j.ijfatigue.2017.04.014 ↗
11. Fatigue evaluation of FV520B-I shrouded impeller blade with fatigue crack based on FEA and fracture mechanics
12. Finite element analysis of fatigue crack of square bird-beak X-joints under brace axial loading10.1088/1757-899X/542/1/012039 ↗
13. Research on Fatigue Crack Propagation Prediction for Marine Structures based on Automated Machine Learning10.3390/jmse12091492 ↗
14. Machine learning approach for predicting and understanding fatigue crack growth rate of austenitic stainless steels in high-temperature water environments10.1016/j.tafmec.2024.104499 ↗
15. Prediction of fatigue–crack growth with neural network-based increment learning scheme10.1016/j.engfracmech.2020.107402 ↗
16. A physically consistent framework for fatigue life prediction using probabilistic physics-informed neural network10.1016/j.ijfatigue.2022.107234 ↗
17. Prediction of fatigue crack growth rate in welded tubular joints using neural network10.1016/j.ijfatigue.2006.03.002 ↗
18. Fatigue crack growth on modified CT specimens using artificial neural networks10.1016/j.ijfatigue.2022.107357 ↗
19. Training Deep Neural Networks with Novel Metaheuristic Algorithms for Fatigue Crack Growth Prediction in Aluminum Aircraft Alloys10.3390/ma15186198 ↗
20. Prediction of fatigue crack growth rate in aircraft aluminum alloys using optimized neural networks10.1016/j.tafmec.2021.103196 ↗
21. Remaining useful life prediction of pipelines considering the crack coupling effect using genetic algorithm-back propagation neural network10.1016/j.tws.2024.112330 ↗
22. On a class of conservation laws in linearized and finite elastostatics10.1007/BF00250778 ↗
23. Conservation Laws and Energy-Release rates10.1115/1.3422926 ↗
24. Stress intensity factor calculations based on a conservation integral10.1016/0020-7683(78)90028-8 ↗
25. A critical Analysis of Crack Propagation Laws10.1115/1.3656900 ↗
26. Fatigue crack propagation from a crack inclined to the cyclic tensile axis10.1016/0013-7944(74)90007-1 ↗
27. Theoretical crack path prediction10.1111/j.1460-2695.2004.00855.x ↗
28. Evaluation of mixed mode-I/II criteria for fatigue crack propagation using experiments and modeling10.1016/j.cja.2018.05.009 ↗
29. A study on the effect of different Paris constants in mixed mode (I/II) fatigue life prediction in Al 7075-T6 alloy10.1016/j.ijfatigue.2023.107895 ↗
30. Strain-energy-density factor applied to mixed mode crack problems10.1007/BF00035493 ↗
31. An energy release rate criterion for mixed mode fracture10.1007/BF00038891 ↗
32. On the Crack Extension in Plates under Plane Loading and Transverse Shear10.1115/1.3656897 ↗
33. GOOSE algorithm: a powerful optimization tool for real-world engineering challenges and beyond10.1007/s12530-023-09553-6 ↗
34. Curved fatigue crack growth prediction under variable amplitude loading by artificial neural network10.1016/j.ijfatigue.2020.105886 ↗
35. Support vector regression-assisted finite element method for mode I-II fatigue crack growth path prediction10.1016/j.tafmec.2024.104336 ↗
36. Mixed mode crack growth simulation with/without overloads10.1016/j.ijfatigue.2013.11.011 ↗
37. Curvilinear fatigue crack growth simulation and validation under constant amplitude and overload loadings10.1061/(ASCE)AS.1943-5525.0000337 ↗