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Dr Tengxiang Su
Teams and roles for Tengxiang Su
Postdoctoral Research Associate
Overview
Dr. Su obtain his Ph.D in Computer Engineering at School of Engineering, Cardiff University and hold a MSc degree from UCL. He is a professional member of BCS (The Chartered Institure for IT). His research focuses on machine learning, deep learning, data standardization and information exchange that can benefit from AI in our real life.
Publication
2024
- Gao, Y., Li, H., Fu, W., Chai, C. and Su, T. 2024. Damage volumetric assessment and digital twin synchronization based on LiDAR point clouds. Automation in Construction 157, article number: 105168. (10.1016/j.autcon.2023.105168)
2023
- Zhu, X., Li, H. and Su, T. 2023. Autonomous complex knowledge mining and graph representation through natural language processing and transfer learning. Automation in Construction 155, article number: 105074. (10.1016/j.autcon.2023.105074)
2022
- Su, T. 2022. A BIM and machine learning integration framework for automated property valuation. PhD Thesis, Cardiff University.
2021
- Su, T., Li, H. and An, Y. 2021. A BIM and machine learning integration framework for automated property valuation. Journal of Building Engineering 44, article number: 102636. (10.1016/j.jobe.2021.102636)
- An, Y., Li, H., Su, T. and Wang, Y. 2021. Determining uncertainties in AI applications in AEC sector and their corresponding mitigation strategies. Automation in Construction 131, article number: 103883. (10.1016/j.autcon.2021.103883)
2020
- Su, T. and Li, H. 2020. Data exchange analysis for property valuation on sustainability perspective. Presented at: 27th International Workshop on Intelligent Computing in Engineering (EG-ICE 2020), Online, 01-04 July 2020.
2019
- Wang, Y., Liang, L., Lin, X., Su, T., Wang, X. and Xiao, H. 2019. Emissions of nitrogen-based fuel combustion in swirl burner. Energy Procedia 158, pp. 1706-1711. (10.1016/j.egypro.2019.01.397)
- Su, T. and Li, H. 2019. BIM-based machine learning engine for smart real estate appraisal. Presented at: 2nd International Conference on Sustainable Smart Manufacturing, Manchester, United Kingdom, 9-11 April, 2019.
Cynadleddau
- Su, T. and Li, H. 2020. Data exchange analysis for property valuation on sustainability perspective. Presented at: 27th International Workshop on Intelligent Computing in Engineering (EG-ICE 2020), Online, 01-04 July 2020.
- Su, T. and Li, H. 2019. BIM-based machine learning engine for smart real estate appraisal. Presented at: 2nd International Conference on Sustainable Smart Manufacturing, Manchester, United Kingdom, 9-11 April, 2019.
Erthyglau
- Gao, Y., Li, H., Fu, W., Chai, C. and Su, T. 2024. Damage volumetric assessment and digital twin synchronization based on LiDAR point clouds. Automation in Construction 157, article number: 105168. (10.1016/j.autcon.2023.105168)
- Zhu, X., Li, H. and Su, T. 2023. Autonomous complex knowledge mining and graph representation through natural language processing and transfer learning. Automation in Construction 155, article number: 105074. (10.1016/j.autcon.2023.105074)
- Su, T., Li, H. and An, Y. 2021. A BIM and machine learning integration framework for automated property valuation. Journal of Building Engineering 44, article number: 102636. (10.1016/j.jobe.2021.102636)
- An, Y., Li, H., Su, T. and Wang, Y. 2021. Determining uncertainties in AI applications in AEC sector and their corresponding mitigation strategies. Automation in Construction 131, article number: 103883. (10.1016/j.autcon.2021.103883)
- Wang, Y., Liang, L., Lin, X., Su, T., Wang, X. and Xiao, H. 2019. Emissions of nitrogen-based fuel combustion in swirl burner. Energy Procedia 158, pp. 1706-1711. (10.1016/j.egypro.2019.01.397)
Gosodiad
- Su, T. 2022. A BIM and machine learning integration framework for automated property valuation. PhD Thesis, Cardiff University.
Research
Research interests
Machine learning, data standardization, ontology based information retrieval, LLM fine-tuning
PhD Research: A BIM and Machine Learning integration framework for automated property valuation
KTP Project: Data-driven strategic decision making in charity marketing
Jang, S. (PI), Lai, Y., & Dineva, D. (2023-2025, 24 months). Data-driven strategic decision-making in charity marketing: A management KTP between Cerebra and Cardiff University, Knowledge Transfer Partnership, UK Research and Innovation. Project ID: 523842
**Project presented and recognised by Welsh GOV for KTP 50 years Event (20/03/2025)
**UK GOV PR source: https://lnkd.in/eEi9XBm9
Contact Details
Research themes
Specialisms
- Data science
- Artificial intelligence
- Machine learning
- Building information modelling and management
- Knowledge representation and reasoning