PUBLICATIONS

JOURNAL PUBLICATIONS

  • Tappen, R., Newman, D., Rosselli, M., Jang, J., Furht, B., Yang, K., Ghoreishi, S. G., Zhai, J., Conniff, J., Tanveer, M., Moshfeghi, S. and Panday, S., and Jackson, K., (Reviewed) “Study Protocol for In-Vehicle Sensors to Detect Changes in Cognition of Older Drivers.” BMC Geriatrics.
  • Hashemi, A., Jang, J., and Beheshti, J. (2023). “A machine learning-based surrogate finite element model for estimating dynamic response of mechanical systems.” IEEE Access. 11:54509-54525. doi:10.1109/ACCESS.2023.3282453
  • Alrassy, P., Smyth, A. W., and Jang, J.> (2023). “Driver behavior indices from large-scale fleet telematics data as surrogate safety measures.” Accident Analysis & Prevention. 179: 106879. doi:10.1016/j.aap.2022.106879
  • Hashemi A., Jang. J., and Hosseini-Hashemi S. (2022). “Smart Active Vibration Control System of a Rotary Structure Using Piezoelectric Materials.” Sensors. 22(15): 5691. doi:10.3390/s22155691
  • Alrassy, P., Jang, J., and Smyth, A. W. (2021). “OBD-data-assisted cost-based map-matching algorithm for low-sampled telematics data in urban environments.”” IEEE Transactions on Intelligent Transportation Systems>. 23(8): 12094 – 12107. doi:10.1109/TITS.2021.3109851
  • Bartilson D. T., Jang, J., and Smyth, A. W. (2020). “Symmetry properties of natural frequency and mode shape sensitivities in symmetric structures.” Mechanical Systems and Signal Processing. 143:106797. doi: 10.1016/j.ymssp.2020.106797
  • Bartilson D. T., Jang, J., and Smyth, A. W. (2020). “Sensitivity-based SVD parametrization and optimal regularization in finite element model updating.” Structural Control and Health Monitoring. e2539. doi:10.1002/stc.2539
  • Jang, J., and Smyth, A. W. (2020). “Data driven models for temperature distribution effects on natural frequencies and thermal prestress modeling.” Structural Control and Health Monitoring. e2489.doi: 10.1002/stc.2489
  • Bartilson D. T., Jang, J., and Smyth, A. W. (2019). “Finite element model updating using objective-consistent sensitivity-based parameter clustering and Bayesian regularization.” Mechanical Systems and Signal Processing. 114(1): 328-345. doi: 10.1016/j.ymssp.2018.05.024
  • Jang, J., and Smyth, A. W. (2017). “Bayesian model updating of a full-scale finite element model with sensitivity-based clustering.” Structural Control and Health Monitoring. 24(11): e2004. doi: 10.1002/stc.2004
  • Jang, J., and Smyth, A. W. (2017). “Model updating of a full-scale FE model with nonlinear constraint equations and sensitivity-based cluster analysis for updating parameters.” Mechanical Systems and Signal Processing. 83(15): 337-355. doi:10.1016/j.ymssp.2016.06.018
  • Jang, J., Yang, Y., Smyth, A. W., Cavalcanti, D., and Kumar, R. (2016). “Framework of data Acquisition and integration for the detection of pavement distress via multiple vehicles.” Journal of Computing in Civil Engineering. 31(2). doi: 10.1061/(ASCE)CP.1943-5487.0000618
  • Jang, J., Smyth, A. W., Yang, Y., and Cavalcanti, D. A. T. (2015). “Road surface condition monitoring via multiple sensor-equipped vehicles.” IEEE INFOCOM. 43-44. Hong Kong. doi: 10.1109/INFCOMW.2015.7179334

PEER-REVIEWED CONFERENCE PROCEEDINGS

  • Furht, B., Tappen, R., Khoshgoftaar, T., Kalva, H., Marques, O., Zhu, X., Jang, J., and Pinto, M. (Accepted). “Report on NSF-funded Graduate Traineeship in Data Science Technologies and Applications.” International Conference of Education, Research and Innovation (ICERI2023)
  • Tanveer, M., Moshfeghi, S., Conniff, J., Jang, J., Yang, K., Zhai, J., Newman, D., Tappen, R., and Furht, B. (2023). “Methods and Tools for Monitoring Driver’s Behavior.” CPS. arXiv preprint arXiv:2301.12269, USA.
  • Hashemi, A., and Jang, J. (2023). “Smart Active Vibration Control System of aWind Turbine Blade Using Piezoelectric Material.” Topics in Dynamics of Civil Structures, Volume 2 Conference Proceedings of the Society for Experimental Mechanics Series. Springer, Cham.
  • Tanveer, M., Hashemi, A., Jang, J., Yang, Y., Zhai, J., Newman, D., Tappen, R., and Furht, B. (2023). “Non-intrusive Drowsiness Detection Techniques and Their Application in Detecting Early Dementia in Older Drivers.” Proceedings of the Future Technologies Conference. 776-796. Springer, Cham.
  • Hashemi, A., Jang, J., and Hosseini-Hashemi, S. (2022). “Semi-Analytical Analysis for Dynamic Behaviors of Wind Turbine Blades Using Transfer Function Methods.” In Topics in Modal Analysis & Testing, Volume 8 (pp. 33-43). Conference Proceedings of the Society for Experimental Mechanics Series. Springer, Cham.
  • Alrassy, P., Jang, J., and Smyth, A. W. (2019). “A novel vehicle fleet map matching algorithm for safety ranking and road classifcation in metropolitan areas using low-sampled GPS trajectories.”” Transportation Research Board. Washington, D.C.

CONFERENCE/WORKSHOP PRESENTATION

  • Tappen, R., Jang, J., Moshfeghi, S., Yang, K., Rosselli, M., Coniff, J., Furht, B., and Newman, D. (Accepted) “In-Vehicle Sensors to Detect Changes in Driving Behaviors with Emergence of MCI.” GSA Annual Scientific Meeting. Tempa, FL
  • Moshfeghi, S., Tanveer, M., Jang, J., Furht, S., Yang, K., Tappen, R., and Newman, D. (2022) “In-vehicle Sensing and Artificial Intelligence for Cognitive Impairment.” 7th Annual UTC Conference for the Southeastern Region, Boca Raton, FL.
  • Tanveer, M., Hashemi, A., Jang, J., Yang, Y., Zhai, J., Newman, D., Tappen, R., and Furht, B. (2022). “Non-intrusive Drowsiness Detection Techniques and Their Application in Detecting Early Dementia in Older Drivers.” Future Technologies Conference. Vancouver, Canada.
  • Hashemi, A., and Jang, J. (2022). “Smart Active Vibration Control System of aWind Turbine Blade Using Piezoelectric Material.” IMAC XL (40th) – A Conference and Exposition on Structural Dynamics, Orlando, FL.
  • Hashemi, A., Jang, J. and Hosseini-Hashemi, S., (2021). “Semi-Analytical Analysis for Dynamic Behaviors of Wind Turbine Blades Using Transfer Function Methods.” IMAC XXXIX (39th) – A Conference and Exposition on Structural Dynamics, Orlando, FL.
  • Jang, J., Bartilson, D., and Smyth, A. W. (2019). “Surrogate modeling with physics-guided neural networks.” Engineering Mechanics Institute Conference. Pasadena, CA.
  • Alrassy, P., Jang, J., and Smyth, A. W. (2019). “A novel vehicle fleet map matching algorithm for safety ranking and road classifcation in metropolitan areas using low-sampled GPS trajectories.” Transportation Research Board. Washington, D.C.
  • Jang, J.. (2018). “Connected vehicle application for road surface monitoring.” US-Korea Conference. Queens, NY.
  • Bartilson D. T., Jang, J., and Smyth, A. W. (2018). “Finite element model updating using objective-consistent sensitivity-based parameter clustering and Bayesian regularization.” Engineering Mechanics Institute Conference. Cambridge, MA.
  • Alrassy, P., Jang, J., and Smyth, A. W. (2018). “A novel non-causal vehicle data assisted cost-based map-matching algorithm for sparse sampled GPS trajectories in urban environments.” Engineering Mechanics Institute Conference. Cambridge, MA.
  • Alrassy, P., Jang, J., and Smyth, A. W. (2018). “New York City Vision Zero – driver behavior index system.” Data Science Day at Columbia University. New York, NY.
  • Jang, J. (2018). “Connected vehicle application for road surface monitoring.” {\em US-Korea Conference}. Queens, NY.
  • Jang, J. (2017). “Pavement distress data collection using sensor-mounted connected vehicles.” UTC Conference for the Southeastern Region. Gainesville, FL.
  • Jang, J., and Smyth, A. W. (2017). “Using fleet data to estimate driver behavior metrics for safety on city road networks.” Harvard Smart City Innovation Accelerator. New York, NY.
  • Jang, J., and Smyth, A. W. (2017). “Reduced-order sensitivity-based parameterization for model updating and damage localization.” Engineering Mechanics Institute Conference. San Diego, CA.
  • Jang, J., and Smyth, A. W. (2016). “Temperature effects on modal properties of an updated full scale FE model.” Engineering Mechanics Institute Conference. Nashville, TN.
  • Jang, J., and Smyth, A. W. (2016). “Application of the trajectory cluster analysis for road surface monitoring.” Engineering Mechanics Institute Conference. Nashville, TN.
  • Jang, J., and Smyth, A. W. (2015). “Bayesian model updating of a full-scale finite element model.” US-Korea Conference. Atlanta, GA.
  • Jang, J., and Smyth, A. W. (2015). “Bayesian model updating via hybrid Monte Carlo simulation with an application to a full-scale finite element model.” Engineering Mechanics Institute Conference. Palo Alto, CA.
  • Jang, J., and Smyth, A. W. (2014). “Sensitivity-based model updating with nonlinear constraint equations and cluster analysis.” Engineering Mechanics Institute Conference. Hamilton, ON, Canada.
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