Publications

Selected Journal Publications*

* You can visit the following profile pages for an up-to-date list of my publications:

• Google Scholar:
• ResearchGate:

1. Zhou, S., Song, W. (2021). "Crack Segmentation through Deep Convolutional Neural Networks with Heterogeneous Image Fusion". Automation in Construction, 125. DOI: 10.1016/j.autcon.2021.103605.
2. Zhou, S., Song, W. (2020). "Deep Learning-Based Roadway Crack Classification using Laser -Scanned Range Images: A Comparative Study on Hyperparameter Selection". Automation in Construction, 114. DOI: 10.1016/j.autcon.2020.103171.
3. Wu, T., Song, W. (2019). "Real-time aerodynamics hybrid simulation: Wind-induced effects on a reduced-scale building equipped with full-scale dampers". Journal of Wind Engineering and Industrial Aerodynamics, 190:1-9. DOI: 10.1016/j.jweia.2019.04.005.
4. Song, W. (2018). "Generalized Minimum Variance Unbiased Joint Input-State Estimation and Its Unscented Scheme for Dynamic Systems with Direct Feedthrough". Mechanical Systems and Signal Processing, 99:886-920. DOI: 10.1016/j.ymssp.2017.06.032.
5. Hayati, S., Song, W. (2018). "Design and Performance Evaluation of an Optimal Discrete-Time Feedforward Controller for Servo-Hydraulic Compensation". Journal of Engineering Mechanics, ASCE, 144(2). DOI: 10.1061/(ASCE)EM.1943-7889.0001399.

Other Published Products

1. Song, W., Zhou, S. (2020). "Laser-scanned range image dataset from asphalt and concrete roadways for DCNN-based crack classification". DesignSafe-CI Data Depot. DOI: 10.17603/ds2-bzv3-nc78.
2. Lund, A., Silva, C., Dyke, S.J., Song, W., Bilionis, I. (2019). "Bayesian Identification of a Prototype Nonlinear Energy Sink Device". DesignSafe-CI Data Depot. DOI: 10.17603/ds2-nh34-e513.
3. Song, W., Hernandez, L. (2015). "Projects Suitable for SHM and Model Updating Research". Earthquake Engineering Simulation (NEES) Dataset. DOI: 10.4231/D3ZW18T26.

Selected Presentations*

1. Presentations in ASCE annual conferences, American Society of Civil Engineers:
   • Real-Time Hybrid Simulation for Damper Performance Evaluation under Wind Load, ASCE Engineering Mechanics Institute Conference 2019-EMI, Pasadena, CA, June 18 - 21, 2019.
   • Crack Detection on Structural Surface, ASCE Structure Congress 2019-SEI, Orlando, FL, April 24-27, 2019.
   • Compensation Error in A Discrete-Time Feedforward Feedback Compensation Technique, ASCE Engineering Mechanics Institute Conference 2018-EMI, Cambridge, MA, May 29 - June 1, 2018.
   • ... and others.
2. Invited Talks: Annual Alabama Transportation Conferences, Alabama Department of Transportation:
   • Performance Monitoring of the Tuscaloosa Box Girder Bridge, 62nd Annual Alabama Transportation Conference, Montgomery AL, February 12-13, 2019.
   • Investigation on Cross-frame Behavior in Steel Girder Bridges, 61st Annual Alabama Transportation Conference, Montgomery AL, February 12-13, 2018.
   • End Zone Design for Pretensioned Concrete Girders, 57th Annual Alabama Transportation Conference, Montgomery AL, February 11-12, 2014.
   • ... and others.