Dealing with uncertainty in model updating for damage assessment: a review
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Many researchers proposed probabilistic damage identification approaches.
“In this regard, many researchers proposed probabilistic damage identification approaches [191].”
From Review on the new development of vibration-based damage identification for civil engineering structures: 2010–2019 (2021) · cites this paper as [191]
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Information theory and statistical mechanics
Jaynes, E. T. (1957) · Physical Review · doi:10.1103/physrev.106.620 · Cited by 12,931 · see citing works
Efficient Global Optimization of Expensive Black-Box Functions
Jones, D. R., Schonlau, M., & Welch, W. J. (1998) · Journal of Global Optimization · doi:10.1023/a:1008306431147 · Cited by 8,070 · see citing works
Inverse Problem Theory and Methods for Model Parameter Estimation
Tarantola, A. (2005) · doi:10.1137/1.9780898717921 · Cited by 6,585 · see citing works
Los Alamos National Lab., N. (. S., Doebling, S., USDOE, W., Farrar, C., Prime, M., & Shevitz, D. (1996) · doi:10.2172/249299 · Cited by 2,899 · cited 1× · see citing works
“[10, 11], and Carden and Fanning [12], and recent works by Brownjohn et al.”
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Hou, R., & Xia, Y. (2021) · Journal of Sound and Vibration · doi:10.1016/j.jsv.2020.115741 · Cited by 674 · see citing works
Review of finite element model updating methods for structural applications
Ereiz, S., Duvnjak, I., & Fernando Jiménez-Alonso, J. (2022) · Structures · doi:10.1016/j.istruc.2022.05.041 · Cited by 371 · see citing works
Kamariotis, A., Vlachas, K., Ntertimanis, V., Koune, I., Cicirello, A., & Chatzi, E. (2025) · ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering · doi:10.1115/1.4067140 · Cited by 11 · see citing works
- Authors
- Simoen, E., De Roeck, G., & Lombaert, G.
- Affiliations
- KU Leuven (BE)
- Corresponding author
- Lombaert, Geert
- ORCID
- Lombaert, Geert
- Venue
- Mechanical Systems and Signal Processing
- Publisher
- Elsevier BV
- Published
- 2015-05
- Volume
- 56-57
- Pages
- 123-149
- ISSN
- 0888-3270 (ISSN-L)
- OpenAlex
- W2044990306
- Cited by
- 540
- References
- 4
- Citations by year
- 2026: 43 · 2025: 75 · 2024: 59 · 2023: 65 · 2022: 63 · 2021: 71 · 2020: 48 · 2019: 31 · 2018: 26 · 2017: 35 · 2016: 10 · 2015: 13 · 2014: 1
- FWCI
- 37.72
- Type
- journal article
- Language
- en
- Open access
- green
- lirias.kuleuven.be
- Licence
- Locations
- Mechanical Systems and Signal Processing (publishedVersion)
- Lirias (KU Leuven) (submittedVersion, other-oa)
- Funders
- Research Foundation Flanders (FWO) (G.0738.11)
- Topics
- Physical Sciences › Engineering › Civil and Structural Engineering › Structural Health Monitoring Techniques
- Physical Sciences › Engineering › Control and Systems Engineering › Control Systems and Identification
- Physical Sciences › Engineering › Civil and Structural Engineering › Bladed Disk Vibration Dynamics
- Keywords
- model updating, structural damage assessment, uncertainty quantification, inverse problems, ill-posed problems, ill-conditioning, Bayesian model updating, finite element model updating, modal data, probabilistic methods
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Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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