Dr. CHEN Jiayu (陳嘉宇)
Research Output
- 2024
- Published
Assessing built microclimate with building group frontal projection maps: A sun-path-dependent deep transfer learning neural network approach
Li, Q., Wang, W., Luo, X. & Chen, J., 15 Feb 2024, In: Building and Environment. 250, 111186.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Lightweight deep learning framework for recognizing construction workers' activities based on simplified node combinations
Tian, Y., Chen, J., Kim, J. I. & Kim, J., Feb 2024, In: Automation in Construction. 158, 105236.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Estimating omnidirectional urban vertical wind speed with direction-dependent building morphologies
Li, Q., Chen, J. & Luo, X., 15 Jan 2024, In: Energy and Buildings. 303, 113749.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Published
A Method for Semantic City Modeling
Ma, R., Chen, J., Yang, C. & Li, X., 2024, Proceedings of the 3rd International Civil Engineering and Architecture Conference - CEAC 2023. Casini, M. (ed.). Springer Singapore, p. 903-912 (Lecture Notes in Civil Engineering; vol. 389).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Evaluation of the Inter-Building Effect on Energy Saving Potential of Radiative Cooling Materials
Li, Q., Chen, J. & Luo, X., 2024, In: Key Engineering Materials. 983, p. 81-86Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 2023
- Published
Multiple-input streams attention (MISA) network for skeleton-based construction workers' action recognition using body-segment representation strategies
Tian, Y., Chen, J., Kim, J. I. & Kwac, J., Dec 2023, In: Automation in Construction. 156, 105104.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Multi-Stream Fusion Network for Skeleton-Based Construction Worker Action Recognition
Tian, Y., Liang, Y., Yang, H. & Chen, J., Dec 2023, In: Sensors. 23, 23, 9350.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
LOD2 for energy simulation (LOD2ES) for CityGML: A novel level of details model for IFC-based building features extraction and energy simulation
Xu, H., Kim, J. I., Zhang, L. & Chen, J., 1 Nov 2023, In: Journal of Building Engineering. 78, 26 p., 107715.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - Published
Machine learning-based vertical wind profile estimation for high-rise buildings by using building morphological parameters
Li, Q., Chen, J. & Luo, X., Jul 2023, 30th International Workshop on Intelligent Computing in Engineering (EG-ICE 2023). European Group For Intelligent Computing in Engineering (eg-ice), Vol. 1. p. 389-398 (EG-ICE: International Conference on Intelligent Computing in Engineering).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Assessing urban micro-climates with vertical and horizontal building morphological cutting deep transfer learning neural networks
Li, Q., Wang, W., Yu, Z. & Chen, J., 15 Apr 2023, In: Building and Environment. 234, 110186.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - Published
Data-driven estimation of building energy consumption and GHG emissions using explainable artificial intelligence
Zhang, Y., Teoh, B. K., Wu, M., Chen, J. & Zhang, L., 1 Jan 2023, In: Energy. 262, 125468.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 86 - Published
A tiled multi-city urban objects dataset for city-scale building energy simulation
Ma, R., Fang, D., Chen, J. & Li, X., 2023, In: Scientific data. 10, 352.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - 2022
- Published
Building information modeling (BIM) outsourcing decisions of contractors in the construction industry: Constructing and validating a conceptual model
Chen, G., Yan, Z., Chen, J. & Li, Q., Dec 2022, In: Developments in the Built Environment. 12, 100090.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 13 - Published
Exploring the Impact of Collaboration on BIM Use Effectiveness: A Perspective through Multiple Collaborative Behaviors
Chen, G., Chen, J., Yuan, J., Tang, Y., Xiahou, X. & Li, Q., Nov 2022, In: Journal of Management in Engineering. 38, 6, 04022065.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9 - Published
An iterative reference mapping approach for BIM IFCXML classified content compression
Xu, H., Kim, J. I. & Chen, J., Oct 2022, In: Advanced Engineering Informatics. 54, 15 p., 101788.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9 - Published
An agent-based diffusion model for Residential Photovoltaic deployment in Singapore: Perspective of consumers’ behaviour
Zhang, N., Lu, Y., Chen, J. & Hwang, B., 20 Sept 2022, In: Journal of Cleaner Production. 367, 132793.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 10 - Published
Collaboration strategy selection in BIM-enabled construction projects: a perspective through typical collaboration profiles
Chen, G., Chen, J., Tang, Y., Ning, Y. & Li, Q., 3 Aug 2022, In: Engineering, Construction and Architectural Management. 29, 7, p. 2689-2713Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 13 - Published
Planning control over rural land transformation in Hong Kong: A remote sensing analysis of spatio-temporal land use change patterns
LIANG, J., CHEN, J., TONG, D. & LI, X., Aug 2022, In: Land Use Policy. 119, 106159.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 14 - Published
A data-driven framework for abnormally high building energy demand detection with weather and block morphology at community scale
Lin, Q., Liu, K., Hong, B., Xu, X., Chen, J. & Wang, W., 20 Jun 2022, In: Journal of Cleaner Production. 354, 131602.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11 - Published
Spatio-temporal heterogeneity analysis of energy use in residential buildings
Zhang, Y., Teoh, B. K., Zhang, L. & Chen, J., 10 Jun 2022, In: Journal of Cleaner Production. 352, 131422.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 15
