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  • 2025

    Implementation of Bayesian Model Updating in Five-Story Building Using Different Observations

    Hurtado, O. D., Ortíz, A. R., Gómez, D. & Astroza, R., 2025, Model Validation and Uncertainty Quantification, Proceedings of the 42nd IMAC, A Conference and Exposition on Structural Dynamics 2024. Platz, R., Flynn, G., Ouellette, S. & Neal, K. (eds.). Springer, p. 141-146 6 p. (Conference Proceedings of the Society for Experimental Mechanics Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2024

    Bayesian Model-Updating Implementation in a Five-Story Building

    Hurtado, O. D., Ortiz, A. R., Gomez, D., Thomson, P. & Astroza, R., 2024, Proceedings of the 10th International Operational Modal Analysis Conference, IOMAC 2024 - Volume 2. Rainieri, C., Gentile, C. & Aenlle López, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 383-392 10 p. (Lecture Notes in Civil Engineering; vol. 515 LNCE).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2023

    Parameter Estimation of a Shake-Table Tested Bridge Column with Bond-Slip Effect Using Stochastic Inference

    Liu, Z., Li, Y. & Astroza, R., 2023, Proceedings of the Canadian Society of Civil Engineering Annual Conference 2021 - CSCE21 Structures Track Volume 1. Walbridge, S., Nik-Bakht, M., Ng, K. T., Shome, M., Alam, M. S., El Damatty, A. & Lovegrove, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 211-223 13 p. (Lecture Notes in Civil Engineering; vol. 241).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2022

    Prediction of Bedform Geometry with Neural Networks Using a Stratified Cross-Validation Approach

    Labbé, J. P. T., Alvarado, E. P., Peralta, B. & Casas, P. M., 2022, 2022 41st International Conference of the Chilean Computer Science Society, SCCC 2022. IEEE Computer Society, (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2022-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2020

    Bayesian Nonlinear Finite Element Model Updating of a Full-Scale Bridge-Column Using Sequential Monte Carlo

    Ramancha, M. K., Astroza, R., Conte, J. P., Restrepo, J. I. & Todd, M. D., 2020, Model Validation and Uncertainty Quantification, Volume 3 - Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics, 2020. Mao, Z. (ed.). Springer, p. 389-397 9 p. (Conference Proceedings of the Society for Experimental Mechanics Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    8 Scopus citations
  • Calibration of a large nonlinear finite element model of a highway bridge with many uncertain parameters

    Astroza, R., Barrientos, N., Li, Y. & Saavedra Flores, E., 2020, Model Validation and Uncertainty Quantification, Volume 3 - Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics 2019. Barthorpe, R. (ed.). Springer New York LLC, p. 177-187 11 p. (Conference Proceedings of the Society for Experimental Mechanics Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Exploring the Effect of Crowd Management Measures on Passengers’ Behaviour at Metro Stations

    Seriani, S. & Fujiyama, T., 2020, Traffic and Granular Flow 2019. Zuriguel, I., Garcimartín, A. & Hidalgo, R. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 241-247 7 p. (Springer Proceedings in Physics; vol. 252).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Finite element model updating accounting for modeling uncertainty

    Astroza, R., Alessandri, A. & Conte, J. P., 2020, Model Validation and Uncertainty Quantification, Volume 3 - Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics 2019. Barthorpe, R. (ed.). Springer New York LLC, p. 211-221 11 p. (Conference Proceedings of the Society for Experimental Mechanics Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Nonlinear Model Updating Using Recursive and Batch Bayesian Methods

    Song, M., Astroza, R., Ebrahimian, H., Moaveni, B. & Papadimitriou, C., 2020, Model Validation and Uncertainty Quantification, Volume 3 - Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics, 2020. Mao, Z. (ed.). Springer, p. 279-286 8 p. (Conference Proceedings of the Society for Experimental Mechanics Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Non-unique estimates in material parameter identification of nonlinear FE models governed by multiaxial material models using unscented kalman filtering

    Ramancha, M. K., Madarshahian, R., Astroza, R. & Conte, J. P., 2020, Model Validation and Uncertainty Quantification, Volume 3 - Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics 2019. Barthorpe, R. (ed.). Springer New York LLC, p. 257-265 9 p. (Conference Proceedings of the Society for Experimental Mechanics Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • Output-Only Nonlinear Finite Element Model Updating Using Autoregressive Process

    Castiglione, J., Astroza, R., Azam, S. E. & Linzell, D., 2020, Model Validation and Uncertainty Quantification, Volume 3 - Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics, 2020. Mao, Z. (ed.). Springer, p. 83-86 4 p. (Conference Proceedings of the Society for Experimental Mechanics Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • System identification of a five-story building using seismic strong-motion data

    Astroza, R., Hernández, F., Díaz, P. & Gutierrez, G., 2020, Dynamics of Civil Structures, Volume 2 - Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics, 2019. Pakzad, S. (ed.). Springer New York LLC, p. 181-189 9 p. (Conference Proceedings of the Society for Experimental Mechanics Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2018

    Time evolution of the modal parameters of a five-story building using strong motion data

    Astroza, R., 2018, 11th National Conference on Earthquake Engineering 2018, NCEE 2018: Integrating Science, Engineering, and Policy. Earthquake Engineering Research Institute, p. 6155-6164 10 p. (11th National Conference on Earthquake Engineering 2018, NCEE 2018: Integrating Science, Engineering, and Policy; vol. 10).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2014

    Experimental validation of dynamic nonlinear FE model of full-scale five-story reinforced concrete building

    Ebrahimian, H., Astroza, R., Conte, J. P., Restrepo, J. I. & Hutchinson, T. C., 2014, Proceedings of the 9th International Conference on Structural Dynamics, EURODYN 2014. Cunha, A., Ribeiro, P., Caetano, E. & Muller, G. (eds.). European Association for Structural Dynamics, p. 337-344 8 p. (Proceedings of the International Conference on Structural Dynamic , EURODYN; vol. 2014-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • System identification of a full-scale five-story reinforced concrete building tested on the NEES-UCSD shake table

    Astroza, R., Ebrahimian, H., Conte, J. P., Restrepo, J. I. & Hutchinson, T. C., 2014, Proceedings of the 9th International Conference on Structural Dynamics, EURODYN 2014. Cunha, A., Ribeiro, P., Caetano, E. & Muller, G. (eds.). European Association for Structural Dynamics, Vol. 2014-January. p. 2333-2340 8 p. (Proceedings of the International Conference on Structural Dynamic , EURODYN; vol. 2014-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2013

    Evolution of dynamic properties of a 5-story RC building during construction

    Astroza, R., Ebrahimian, H., Conte, J. P., Hutchinson, T. C. & Restrepo, J. I., 2013, Topics in Dynamics of Civil Structures - Proceedings of the 31st IMAC, A Conference on Structural Dynamics, 2013. p. 163-173 11 p. (Topics in Dynamics of Civil Structures - Proceedings of the 31st IMAC, A Conference on Structural Dynamics, 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Modal identification of a 5-story RC building tested on the NEES-UCSD shake table

    Astroza, R., Ebrahimian, H., Conte, J. P., Restrepo, J. I. & Hutchinson, T. C., 2013, Topics in Dynamics of Civil Structures - Proceedings of the 31st IMAC, A Conference on Structural Dynamics, 2013. 4 ed. p. 109-117 9 p. (Conference Proceedings of the Society for Experimental Mechanics Series; vol. 39, no. 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • Pre-Test Nonlinear FE Modeling and Simulation of a Full-Scale Five-Story Reinforced Concrete Building

    Ebrahimian, H., Astroza, R., Conte, J. P., Restrepo, J. I. & Hutchinson, T. C., 2013, Topics in Dynamics of Civil Structures - Proceedings of the 31st IMAC, A Conference on Structural Dynamics, 2013. 4 ed. p. 503-511 9 p. (Conference Proceedings of the Society for Experimental Mechanics Series; vol. 39, no. 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Statistical analysis of the identified modal properties of a 5-story RC seismically damaged building specimen

    Astroza, R., Ebrahimian, H., Conte, J. P., Restrepo, J. I. & Hutchinson, T. C., 2013, Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013. p. 4593-4600 8 p. (Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations