Peer-reviewed Journal Publications: * indicates Dr. Han is the corresponding author.

1. Sisi Han, Yuhan Jiang, Yilei Huang, Yong Bai, Mingzhu Wang, and Andrea Spool-White. (2023). “Scan2Drawing: Use of Deep Learning to As-Built Model Landscape Architecture.” ASCE Journal of Construction Engineering and Management, 149(5), DOI: 10.1061/JCEMD4/COENG-13077.

2. Sisi Han*, In-Hun Chung, Yuhan Jiang, and Benjamin Uwakweh. (2023). “PCIer: Pavement Condition Evaluation Using Aerial Imagery and Deep Learning.” Geographies. 3(1), 132-142, DOI: 10.3390/geographies3010008.

3. Yuhan Jiang, Sisi Han*, and Yong Bai. (2022). “Scan4Façade: Automated As-Is Façade Modeling of Historic High-Rise Buildings Using Drones and AI.” ASCE Journal of Architectural Engineering, 28(4), DOI: 10.1061/(ASCE)AE.1943-5568.0000564. [ASCE Best Paper Award]

4. Yuhan Jiang, Sisi Han, Dapeng Li, Yong Bai, and Mingzhu Wang. (2022). “Automatic Concrete Sidewalk Deficiency Detection and Mapping with Deep Learning.” Expert Systems with Applications, 207 (117980), DOI: 10.1016/j.eswa.2022.117980.

5. Sisi Han, Yuhan Jiang, and Yong Bai. (2022). “Fast-PGMED: Fast and Dense Elevation Determination for Earthwork Using Drone and Deep Learning.” ASCE Journal of Construction Engineering and Management, 148(4), DOI: 10.1061/(ASCE)CO.1943-7862.0002256. [ASCE Editor’s Choice, April 2022]

6. Yuhan Jiang, Sisi Han*, and Yong Bai. (2021). “Building and Infrastructure Defect Detection and Visualization Using Drone and Deep Learning Technologies.” ASCE Journal of Performance of Constructed Facilities, 35(6), DOI: 10.1061/(ASCE)CF.1943-5509.0001652.

7. Yuhan Jiang, Sisi Han*, and Yong Bai. (2021). “Development of a Pavement Evaluation Tool Using Aerial Imagery and Deep Learning.” ASCE Journal of Transportation Engineering, Part B: Pavements, 147(3), DOI: 10.1061/JPEODX.0000282.

8. Yuhan Jiang, Yong Bai, and Sisi Han. (2020). “Determining Ground Elevations Covered by Vegetation on Construction Sites Using Drone-Based Orthoimage and Convolutional Neural Network.” ASCE Journal of Computing in Civil Engineering, 34(6), DOI:10.1061/(ASCE)CP.1943-5487.0000930.

9. Ruhe Xie, Sisi Han*, Yuhan Jiang, and Zhongren Peng. (2018). “Comparison and Optimization of Circulation Modes of Fresh Agricultural Products Based on System Dynamics—The Case of China.” Journal of Service Science and Management, 11, 297-322. DOI: 10.4236/jssm.2018.113021.

10. Yongshi Pang, Yuhan Jiang, Jingkuang Liu, and Sisi Han. (2016). “Urban Village Reconstruction Strategy Based on System Dynamics.” Systems Engineering, 34 (1), 54-64. [In Chinese]

11. Yuhan Jiang, Yongshi Pang, and Sisi Han. (2015). “Urban Village Reconstruction under the View of Project Management.” Journal of Civil Engineering and Management, 32 (4), 59-66, DOI:10.13579/j.cnki.2095-0985.2015.04.010. [in Chinese]

12. Yuhan Jiang, Yongshi Pang, Sisi Han, and Yingchang Liu. (2015). “Framework Design of Construction and Operation for Smart Urban Village.” Construction Economy, 2015(10), 111-114, DOI:10.14181/j.cnki.1002-851x.201510111. [in Chinese]

13. Sisi Han and Yuhan Jiang. (2014). “Urban Village Formation and Transformation Experience: A Case Study of Guangzhou.” Management &Technology of SME, 2014(8), 194-195, DOI: 10.3969/j.issn.1673-1069.2014.23.129. [in Chinese]

14. Sisi Han, Ruhe Xie, Yifeng Zou, and Yuhan Jiang. (2014). “Research on Railway Freight Marketing in Guangshen-Railway.” Logistics Engineering and Management, 2014 (7), 49-51,33, DOI: 10.3969/j.issn.1674-4993.2014.07.017. [in Chinese]

15. Yongshi Pang, Yuhan Jiang, Sisi Han, and Shuiyuan Li. (2013). “Study on Urban Village Transformation in HEMC Promotion Plan—A Case Study of Beiting Village.” Guangzhou Architecture, 41(6), 39-42, DOI: 10.3969/j.issn.1671-2439.2013.06.010. [in Chinese]

Peer-reviewed Conference Publications:

1. Sisi Han and Yong Bai. (2024). “Experimental Evaluation of Building Façade Extraction Algorithm Using 3D Synthetic Point Clouds.” ASCE International Conference on Computing in Civil Engineering 2024. Pittsburgh, PA. (in press)

2. Sisi Han, Jeffery Chen, and Yuhan Jiang. (2024). “Experimental Evaluation of Convolutional Neural Networks in Asphalt Concrete Computed Tomography Scan Image Analysis.” Construction Research Congress 2024. Des Moines, IA: ASCE. DOI: 10.1061/9780784485262.052.

3. Sisi Han and Yuhan Jiang. (2022). “Construction Site Top-view Generation Using Drone Imagery: The Automatic Stitching Algorithm Design and Application.” In Proc., 12th International Conference on Construction in the 21st Century. Amman, Jordan: CITC.

4. Yuhan Jiang, Sisi Han, and Yong Bai. (2022). “Construction Site Segmentation Using Drone-Based Ortho-Image and Convolutional Encoder-Decoder Network Model.” Construction Research Congress 2022. Arlington, VA: ASCE. DOI: 10.1061/9780784483961.115.

5. Yuhan Jiang, Sisi Han, and Yong Bai. (2020). “Machine Learning-based Temporary Traffic Control Cost Analysis.” In Proc., 13th Asia Pacific Transportation Development Conference, Shanghai, China: ASCE. DOI: 10.1061/9780784482902.011.

6. Yuhan Jiang, Yong Bai, Ting Lin, and Sisi Han. (2019). “Probability of Failure in Infrastructure Project Unbalanced Bidding.” In Proc., 55th Annual Associated Schools of Construction International Conference, Denver, CO: Associated Schools of Construction.

7. Yuhan Jiang, Yongshi Pang, Sisi Han, and Yingchang Liu. (2015). “Comprehensive Evaluation of an Urban Village’s Reconstruction Ability under the View of Sustainable Urban Development: Case Study of Guangzhou.” In Proc., International Conference on Construction and Real Estate Management 2015, Luleå, Sweden: ASCE. DOI:10.1061/9780784479377.063.

8. Sisi Han, Ruhe Xie, Yuhan Jiang, and Zhengzhan Wang. (2014). “Regional Logistics Industry's Development Level and Strategy Selection.” In Proc., 2014 International Conference of Logistics Engineering and Management, Shanghai, China: ASCE. DOI:10.1061/9780784413753.121.