Prof. ZHENG Hao (鄭豪)

Research Output

  1. 2024
  2. Published

    Text Semantics to Image Generation: A Method of Building Facades Design Base on Stable Diffusion Model

    Ma, H. & Zheng, H., 2024, Phygital Intelligence: Proceedings of the 5th International Conference on Computational Design and Robotic Fabrication (CDRF 2023). Yan, C., Chai, H., Sun, T. & Yuan, P. F. (eds.). Singapore: Springer, p. 24-34 11 p. (Computational Design and Robotic Fabrication).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  3. 2023
  4. Published

    Draw to shade: A personalized daylighting regulation method through user-involved paintings for enhanced indoor visual comfort and aesthetics experience

    Fan, Y., Xue, J., Zheng, H. & Lai, D., 1 Dec 2023, In: Journal of Building Engineering. 80, 13 p., 108014.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  5. Research on Residential Spatial Layout Based on Genetic Algorithm and Dijkstra Algorithm: Take the residential generation design as an example

    Lai, Z., Huang, C. & Zheng, H., 24 Nov 2023, p. 131-138. 8 p.

    Research output: Conference Papers (RGC: 31A, 31B, 32, 33)32_Refereed conference paper (without host publication)peer-review

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  6. Published

    生成式人工智能影响下的建筑设计新模式

    袁潮 & 郑豪, 20 Oct 2023, In: 建筑学報. 2023, 10 (No. 659), p. 29-35 7 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  7. Published

    Prediction of summer daytime land surface temperature in urban environments based on machine learning

    Li, Q. & Zheng, H., Oct 2023, In: Sustainable Cities and Society. 97, 22 p., 104732.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  8. Published

    3D printing path optimization strategy based on Dijkstra's algorithm --The contour slicing method with Eulerian loop optimization as an example

    Lai, Z., Mao, Y., Huang, L. & Zheng, H., Sept 2023, Proceedings of Building Simulation 2023: 18th Conference of IBPSA. International Building Performance Simulation Association (IBPSA), p. 2295-2301 (Building Simulation Conference Proceedings; vol. 18).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  9. Published

    A personalized bikeability-based cycling route recommendation method with machine learning

    Meng, S. & Zheng, H., Jul 2023, In: International Journal of Applied Earth Observation and Geoinformation. 121, 13 p., 103373.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  10. Published

    Dragonfly-Inspired Wing Design Enabled by MachineLearning and Maxwell’s Reciprocal Diagrams

    Zheng, H., Mofatteh, H., Hablicsek, M., Akbarzadeh, A. & Akbarzadeh, M., 23 Jun 2023, In: Advanced Science. 10, 18, 15 p., 2207635.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  11. Published

    An Image-Based Machine Learning Method for Urban Features Prediction with Three-Dimensional Building Information

    QIN, B. & ZHENG, H., Mar 2023, HUMAN-CENTRIC, Proceedings of the 28th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA) 2023. Hong Kong: The Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), Vol. 1. p. 109-118 10 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  12. Published

    Predicting Amenities Distributions for Workers from the Built Environment Based on Machine Learning

    WAN, H., PAN, A., XUE, Y. & ZHENG, H., Mar 2023, HUMAN-CENTRIC, Proceedings of the 28th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA) 2023. Hong Kong: The Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), Vol. 1. p. 19-28 10 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  13. Artificial Intelligence Prediction of Urban Spatial Risk Factors from an Epidemic Perspective

    Zhang, Y., Zhang, Q., Zhao, Y., Deng, Y., Liu, F. & Zheng, H., 2023, Hybrid Intelligence: Proceedings of the 4th International Conference on Computational Design and Robotic Fabrication (CDRF 2022). Yuan, P. F., Chai, H., Yan, C., Li, K. & Sun, T. (eds.). Springer Singapore, p. 209-222 14 p. (Computational Design and Robotic Fabrication).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  14. A Web-based Interactive Structural Pattern Generation Tool with Graphic Statics and Machine Learning of Dragonfly Wings

    Zheng, H. & Akbarzadeh, M., 2023, Hybrids & Haecceities: Proceedings of the 42nd Annual Conference of the Association for Computer Aided Design in Architecture. Akbarzadeh, M., Aviv, D., Jamelle, H. & Stuart-Smith, R. (eds.). Philadelphia, USA: IngramSpark, p. 300-309 10 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  15. 2022
  16. 基于 GAN 的城市快递自提服务设施选址优化研究

    胡一可, 温雯 , 刘雅心 & 郑豪, 15 Dec 2022, In: 天津大学学报(自然科学与工程技术版). 55, 12(总第384期), p. 1237-1248 12 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  17. Multi-Objective Optimization of Building Environmental Performance: An Integrated Parametric Design Method Based on Machine Learning Approaches

    Lu, Y., Wu, W., Geng, X., Liu, Y., Zheng, H. & Hou, M., Oct 2022, In: Energies. 15, 19, 7031.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  18. Urban spatial risk prediction and optimization analysis of POI based on deep learning from the perspective of an epidemic

    Zhang, Y., Zhang, Q., Zhao, Y., Deng, Y. & Zheng, H., Aug 2022, In: International Journal of Applied Earth Observation and Geoinformation. 112, 102942.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 7
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  19. 基于生成对抗网络的复合功能体系计算性设计 - 以职业技术学院校园平面生成为例

    陈梦凡, 郑豪 & 吴建, 30 Jun 2022, In: 建筑学報. S1, p. 103-108 6 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  20. The Dragonfly Wing Project

    Zheng, H. & Akbarzadeh, M., May 2022, In: Architectural Design. 92, 3, p. 132-133 2 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  21. Morphological Regeneration of the Industrial Waterfront Based on Machine Learning

    Huang, S. & Zheng, H., 12 Apr 2022, Proceedings of the 27th International Conference of the Association for Computer Aided Architectural Design Research in Asia (CAADRIA) 2022. The Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), Vol. 1. p. 475-484 10 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  22. A POI-Based Machine Learning Method in Predicting Health: Predicting Residents' Health Status and Implications for Healthy City Planning

    Cao, S. & Zheng, H., 2022, Proceedings of the 41st Annual Conference of the Association for Computer Aided Design in Architecture. Dörfler, K., Parascho, S. & Scott, J. (eds.). ACADIA, p. 160-169 (Association for Computer Aided Design in Architecture Annual Conference, ACADIA).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
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