Topological data analysis of coda waves to classify microstructural variability
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OpenAlex topics: Topological and Geometric Data Analysis · Cell Image Analysis Techniques · Advanced Fluorescence Microscopy Techniques
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References (47)
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1. Guide to nondestructive evaluation techniques
2. Defects inspection in wires by nonlinear Ultrasonic-Guided wave generated by electromagnetic sensors
3. Characterizing microstructural variability in P91 steel using nonlinear ultrasonic Rayleigh waves
4. Effect of the grain sizes on the ultrasonic propagation and attenuation on different types of steels microstructure during non-destructive testing
5. Grain size distribution characterization of aluminum with a particle swarm optimization neural network using laser ultrasonics
6. Review of conventional and advanced non-destructive testing techniques for detection and characterization of small-scale defects
7. Livings · 2017
8. Detection of structural damage from the local temporal coherence of diffuse ultrasonic signals
9. Coda waves for health monitoring of composites under low-velocity impact
10. Detecting microstructural variability in P91 steel using coda waves
11. A review of ultrasonic Coda Wave Interferometry in concrete
12. The theory of coda wave interferometry
13. Monitoring localized cracks on under pressure concrete nuclear containment wall using linear and nonlinear ultrasonic coda wave interferometry
14. Experimental quantification of noise in linear ultrasonic imaging
15. Ultrasonic signal enhancement for coarse grain materials by machine learning analysis
16. Numerical comparison of time-, frequency-and wavelet-domain methods for coda wave interferometry
17. Machine learning for ultrasonic nondestructive examination of welding defects: A systematic review
18. Single-station coda wave interferometry: a feasibility study using machine learning
19. Nondestructive damage detection of concrete with alkali-silica reactions using coda wave and anomaly detection
20. Ultrasonic prediction of crack density using machine learning: A numerical investigation
21. Wave based damage detection in solid structures using spatially asymmetric encoder–decoder network
22. Elastic, anelastic, and thermal properties of P91 steel with microstructural variability
23. Coda wave interferometry for the measurement of thermally induced ultrasonic velocity variations in CFRP laminates
24. Zomorodian · 2005
25. Topology and data
26. Ghrist · 2014
27. An introduction to topological data analysis: Fundamental and practical aspects for data scientists
28. Dey · 2022
29. A survey of topological machine learning methods
30. Interfacing topological data analysis (TDA) with AI/ML for multimodal data fusion and automatic target recognition (ATR)
31. Li Chunyuan, Ovsjanikov Maks, Chazal Frederic. Persistence-Based Structural Recognition. In: 2014 IEEE conference on computer vision and pattern recognition. 2014, p. 2003–10.
32. Hierarchical structures of amorphous solids characterized by persistent homology
33. Topological analysis of population activity in visual cortex
34. Stability determination in turning using persistent homology and time series analysis
35. Chatter detection in turning using persistent homology
36. Chatter detection in turning using machine learning and similarity measures of time series via dynamic time warping
37. Pattern characterization using topological data analysis: Application to piezo vibration striking treatment
38. Teaspoon: A comprehensive python package for topological signal processing
39. Stability of persistence diagrams
40. Metrics for generalized persistence modules
41. Chazal · 2016
42. Skraba · 2020
43. A roadmap for the computation of persistent homology
44. Topological feature vectors for chatter detection in turning processes
45. Topological feature vectors for chatter detection in turning processes
46. Adcock · 2013
47. Adaptive partitioning for template functions on persistence diagrams