Browsing by Author "Ebrahimian H., Astroza R., Conte J.P., Papadimitriou C."

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Bayesian optimal estimation for output-only nonlinear system and damage identification of civil structures

Ebrahimian H., Astroza R., Conte J.P., Papadimitriou C. (2018)

This paper presents a new framework for output-only nonlinear system and damage identification of civil structures. This framework is based on nonlinear finite element (FE) model updating in the time-domain, using only the ...
A Nonlinear Model Inversion Method for Joint System Parameter, Noise, and Input Identification of Civil Structures

Ebrahimian H., Astroza R., Conte J.P., Papadimitriou C. (2017)

This paper presents a framework for nonlinear system identification of civil structures using sparsely measured dynamic output response of the structure. Using a sequential maximum likelihood estimation (MLE) approach, the ...