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Dr Tengxiang Su
Timau a rolau for Tengxiang Su
Cydymaith Ymchwil Ôl-ddoethurol
Cydymaith Ymchwil
Trosolwyg
Enillodd Dr. Su ei PhD mewn Peirianneg Gyfrifiadurol yn yr Ysgol Peirianneg, Prifysgol Caerdydd ac mae ganddo radd MSc o UCL. Mae'n aelod proffesiynol o BCS (The Chartered Institure for IT). Mae ei ymchwil yn canolbwyntio ar ddysgu peiriannau, dysgu dwfn, safoni data a chyfnewid gwybodaeth a all elwa o AI yn ein bywyd go iawn.
Cyhoeddiad
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 Presented at Ungureanu, L. and Hartmann, T. eds.Proceedings of the International Workshop on Intelligent Computing in Engineering. Universitatsverlag der TU Berlin pp. 373-382.
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.
Articles
- 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)
Conferences
- 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 Presented at Ungureanu, L. and Hartmann, T. eds.Proceedings of the International Workshop on Intelligent Computing in Engineering. Universitatsverlag der TU Berlin pp. 373-382.
- 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.
Thesis
- Su, T. 2022. A BIM and machine learning integration framework for automated property valuation. PhD Thesis, Cardiff University.
Ymchwil
Diddordebau ymchwil
Dysgu peiriant, safoni data, adfer gwybodaeth yn seiliedig ar ontoleg, graff gwybodaeth, mireinio LLM
PhD Research: Fframwaith integreiddio BIM a Dysgu Peirianyddol ar gyfer prisio eiddo awtomataidd
Prosiect KTP: Gwneud penderfyniadau strategol sy'n cael ei yrru gan ddata mewn marchnata elusennol
Jang, S. (PI), Lai, Y., & Dineva, D. (2023-2025, 24 mis). Gwneud penderfyniadau strategol sy'n seiliedig ar ddata mewn marchnata elusennau: KTP rheoli rhwng Cerebra a Phrifysgol Caerdydd, Partneriaeth Trosglwyddo Gwybodaeth, Ymchwil ac Arloesi'r DU. ID y Prosiect: 523842
**Prosiect wedi'i gyflwyno a'i gydnabod gan GOV Cymru ar gyfer Digwyddiad 50 mlynedd KTP (20/03/2025)
**UK GOV PR Ffynhonnell: https://www.gov.wales/50-years-pioneering-innovation-partnership-scheme
Contact Details
Themâu ymchwil
Arbenigeddau
- Deallusrwydd artiffisial
- Dysgu peirianyddol
- Cynrychiolaeth a rhesymu gwybodaeth
- BIM
- ontoleg