Publications

As of April 4, 2019
Journals
  1. Anjomshoaa, A., Duarte, F., Rennings, D., Matarazzo, T.J., Schmitt, P., DeSouza, P., & Ratti, C. (2018). “City Scanner: Building and Scheduling a Mobile Sensing Platform for Smart City Services”, IEEE Internet of Things Journal. DOI: 10.1109/JIOT.2018.2839058
  2. Matarazzo, T.J., Santi, P., Pakzad, S.N., Carter, K., Ratti, C., Moaveni, B., Osgood, C., & Jacob, N. (2018). “Crowdsensing Framework for Monitoring Bridge Vibrations Using Moving Smartphones”, Proceedings of the IEEE (Invited article in Smart Cities Special Issue). DOI: 10.1109/JPROC 2018.2808759
  3. Matarazzo, T.J., Kurata, M., Nishino, H., & Suzuki, A. (2017). “Post-earthquake Strength Evaluation of Steel Moment-Resisting Frame with Multiple Beam-column Fractures using Local Monitoring Data”, (ASCE) Journal of Structural Engineering. 04017217
  4. Matarazzo, T.J. & Pakzad, S.N. (2017). “Scalable Structural Modal Identification using Dynamic Sensor Network Data with STRIDEX”, Computer-Aided Civil and Infrastructure Engineering (Special issue on Innovations in SHM). DOI: 10.1111/mice.12298
  5. Matarazzo, T.J. & Pakzad, S.N. (2016). “Truncated Physical Model for Dynamic Sensor Networks with Applications in High-Resolution Mobile Sensing and BIGDATA”, (ASCE) Journal of Engineering Mechanics, 04016019.
  6. Matarazzo, T.J. & Pakzad, S.N. (2016). “Structural Identification for Mobile Sensing with Missing Observations”, (ASCE) Journal of Engineering Mechanics, 04016021
  7. Matarazzo, T.J. & Pakzad, S.N. (2016). “STRIDE for Structural Identification using Expectation Maximization: Iterative Output-Only Method for Modal Identification”, (ASCE) Journal of Engineering Mechanics, 04015109.
  8. Matarazzo, T.J. & Pakzad, S.N. (2015). “Sensitivity Metrics for Maximum Likelihood Modal Identification”, (ASCE-ASME) Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering (Invited article in Special Issue on Uncertainty Quantification and Propagation in Structural Systems), B4015002.
  9. Eshkevari, S., Matarazzo, T.J., & Pakzad, S.N. (2018). “Bridge Modal Identification using Acceleration Measurements within Moving Vehicles”, Under review with (Elsevier) Mechanical Systems & Signal Processing
  10. Eshkevari, S., Pakzad, S.N., Takac, M., & Matarazzo, T.J. (2019). “Modal Identification of Structures with Linear Topology using Mobile Sensors with Sparse Vibration Data”, Under review with (ASCE) Journal of Engineering Mechanics
  11. Matarazzo, T.J., Kondor, D., Milardo, S., Santi, P., Eshkevari, S. Ratti, C., & Pakzad, S. (2019). “Detecting Vibration Modes of a Suspension Bridge Using Large-Scale Vehicle Trip Data Recorded by Smartphones”, In preparation for Transportation Research Part C: Emerging Technologies
Conferences and Proceedings
  1. Kurata, M., Li, X., & Matarazzo, T.J. (2018). “Dynamic-Strain-based Damage Evaluation of Field-welded Beam-to-Column Connections in Steel Frames”, 7th World Conference on Structural Control and Monitoring (WCSCM) International Association for Structural Control and Monitoring.
  2. Matarazzo, T.J., Vazifeh, M., Pakzad, S.N., Santi, P., & Ratti, C. (2017). “Smartphone data streams for bridge health monitoring”, X International Conference on Structural Dynamics, EURODYN 2017.
  3. Gulgec, N.S., Shahidi, S.G., Matarazzo, T.J., & Pakzad, S.N., (2017). “Current Challenges with BIGDATA Analytics in Structural Health Monitoring”, Society of Experimental Mechanics IMAC XXXV.
  4. Valeti, B., Matarazzo, T.J., & Pakzad, S.N. (2017). “Experimental Study on Wireless Mobile Sensor Configurations for Output-Only Modal Identification of a Beam Testbed”, Society of Experimental Mechanics IMAC XXXV.
  5. Matarazzo, T.J., & Kurata, M. (2016). “Modal Property Estimation of a Steel Frame with Sensor Failures During an Earthquake”, 2016 Architectural Institute of Japan Kinki Branch Conference
  6. Matarazzo, T.J., & Kurata, M. (2016). “Identification of Steel Frame Vibration Properties Using Defective Sensor Data”, 2016 Disaster Prevention Research Institute Annual Meeting
  7. Matarazzo, T.J., & Pakzad, S.N., (2016). “Compressed Sensing Strategy for BIGDATA in Output-only System Identification”, (IALCCE 2016) 5th International Symposium on Life-Cycle Civil Engineering.
  8. Matarazzo, T.J., Horner, M., Koser, K., & Pakzad, S.N., (2016). “Multiphase Mobile Sensor Network for Beam Health Monitoring”, (IABMAS 2016) 8th International Conference on Bridge Maintenance, Safety and Management. pp. 186
  9. Matarazzo, T.J., Kurata, M., Nakashima, M., & Pakzad, S.N. (2016). “System Identification of a Steel Frame Using Defective Sensor Data”, Geotechnical and Structural Engineering Congress 2016: pp. 897-908.
  10. Matarazzo, T.J., Horner, M., & Pakzad, S.N., (2016). “High-Resolution Mode Shape Identification using Mobile Sensors”, Society of Experimental Mechanics IMAC XXXIV
  11. Matarazzo, T.J., Shahidi, S.G., & Pakzad, S.N. (2015). “Exploring the Efficiency of BIGDATA Analyses in SHM”, Proceedings of the 10th International Workshop on Structural Health Monitoring, Stanford, CA. Vol. 2, pp. 2981-2989
  12. Matarazzo, T.J. & Pakzad, S.N. (2015). “Direct State-Space Models for Time-Varying Sensor Networks”, Proceedings of the 10th International Workshop on Structural Health Monitoring, Stanford, CA. Vol. 2, pp. 3066-3072
  13. Horner, M., Kosner, K., Korneva, K., Matarazzo, T.J., & Pakzad, S.N. (2015). “A Wireless Mobile Sensor Platform for Structural Health Monitoring”, Joint 6th Inter. Conf. on Advances in Experimental Structural Engineering (6AESE) and 11th Inter. Workshop on Adv. Smart Materials and Smart Structures Tech. (11ANCRiSST), Urbana-Champaign, IL.
  14. Matarazzo, T.J., Shahidi, S.G., Chang, M., & Pakzad, S.N. (2015). “Are Today’s SHM Procedures Suitable for Tomorrow’s BIGDATA?”, Society of Experimental Mechanics IMAC XXXIII, Orlando, FL. Structural Health Monitoring and Damage Detection, Vol. 7
  15. Matarazzo, T.J. & Pakzad, S.N. (2014). “Modal Identification of Golden Gate Bridge Using Pseudo Mobile Sensing Data with STRIDE”, Society of Experimental Mechanics IMAC XXXII, Orlando, FL. Dynamics of Civil Structures, Vol. 4, pp. 293-298
  16. Matarazzo, T.J. & Pakzad, S.N. (2013). “Mobile Sensors in Bridge Health Monitoring”, Proceedings of the 9th International Workshop on Structural Health Monitoring, Stanford, CA. Vol. 2, pp. 1881-1888
  17. Matarazzo, T.J. & Pakzad, S.N. (2013). “Structural Modal Identification using Data Sets with Missing Observations”, SPIE Sensors and Smart Structures Technologies. San Diego, CA. Vol. 8692.

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