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.
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.