Miguel R. Hernandez-Garcia, Ph.D.
Affiliations: | 2014 | Civil Engineering | University of Southern California, Los Angeles, CA, United States |
Area:
Civil EngineeringGoogle:
"Miguel Hernandez-Garcia"Parents
Sign in to add mentorSami F. Masri | grad student | 2014 | USC | |
(Analytical and experimental studies in modeling and monitoring of uncertain nonlinear systems using data-driven reduced-order models.) |
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Publications
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Hernandez-Garcia MR, Masri SF. (2014) Application of statistical monitoring using latent-variable techniques for detection of faults in sensor networks Journal of Intelligent Material Systems and Structures. 25: 121-136 |
Hernandez-Garcia MR, Masri SF, Ghanem R, et al. (2014) An evaluation of a methodology for detection, localization, and quantification of changes in nonlinear systems based on experimental measurements Ingegneria Sismica. 31 |
Hernandez-Garcia MR, Masri SF. (2013) A comparison of reduced-order modeling techniques for detection of structural changes 20th International Congress On Sound and Vibration 2013, Icsv 2013. 3: 2330-2337 |
Hernandez-Garcia MR, Masri SF, Ghanem R, et al. (2010) An experimental investigation of change detection in uncertain chain-like systems Journal of Sound and Vibration. 329: 2395-2409 |
Hernandez-Garcia MR, Masri SF, Ghanem R, et al. (2010) A structural decomposition approach for detecting, locating, and quantifying nonlinearities in chain-like systems Structural Control and Health Monitoring. 17: 761-777 |
Hernandez-Garcia MR, Masri SF. (2008) Multivariate statistical analysis for detection and identification of faulty sensors using latent variable methods Cimtec 2008 - Proceedings of the 3rd International Conference On Smart Materials, Structures and Systems - Embodying Intelligence in Structures and Integrated Systems. 56: 501-507 |
Hernandez-Garcia MR, Masri SF, Ghanem R. (2008) An experimental study of change detection in uncertain chain-like systems Proceedings of the Asme Conference On Smart Materials, Adaptive Structures and Intelligent Systems, Smasis2008. 2: 141-150 |
Hernandez-Garcia MR, Sanchez-Silva M. (2006) Learning machines for structural damage detection Intelligent Computational Paradigms in Earthquake Engineering. 158-187 |