Peer Reviewed Publications
Wade Scholar
| Title | Year | Methods Employed |
|---|---|---|
|
Effectiveness of Interventions for Controlling COVID-19 Transmission between Construction Workers and Their Close Contacts Journal of Management in Engineering 38 (3) |
2022 |
Epidemic Modelling |
|
Assessing effects of economic factors on construction cost estimation using deep neural networks Automation in Construction 134, 104080 |
2022 |
Neural Networks |
|
Upscaling Complex Project-Level Infrastructure Intervention Planning to Network Assets Journal of Construction Engineering and Management 148 (1), 04021188 |
2022 |
Random Forests ML Optimizations |
|
Expediting life cycle cost analysis of infrastructure assets under multiple uncertainties by deep neural networks Journal of Management in Engineering 37 (6), 04021059 |
2021 |
Neural Networks |
|
Optimal timing of the seismic vulnerability reduction measures using real options analysis ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering |
2021 |
Real Options Analysis |
|
An open-source and extensible platform for general infrastructure asset management system Automation in Construction 127, 103692 |
2021 |
GIAMS |
|
Detecting corporate misconduct through random forest in China’s construction industry Journal of cleaner production 268, 122266 |
2020 |
Random Forests |
|
Deep neural network based framework for complex correlations in engineering metrics Advanced Engineering Informatics 44, 101058 |
2020 |
Neural Networks |
|
Deep Neural Networks for Prediction of Undrained Shear Strength of Clays 7th International Symposium on Geotechnical Safety and Risk (ISGSR 2019) |
2019 |
Neural Networks |
Awards
| Competition | Year | Methods Employed | Result |
|---|---|---|---|
|
CBSA-Wisers Analytics Challenge @ HKUST |
2022 |
NLP |
Second Place |