| Architectural Drawings Recognition and Generation through Machine Learning W Huang, H Zheng Proceedings of the 38th Annual Conference of the Association for Computer …, 2018 | 268 | 2018 |
| A generative architectural and urban design method through artificial neural networks H Zheng, PF Yuan Building and Environment 205, 108178, 2021 | 73 | 2021 |
| Machine learning assisted evaluations in structural design and construction H Zheng, V Moosavi, M Akbarzadeh Automation in Construction 119, 103346, 2020 | 69 | 2020 |
| Prediction of crime rate in urban neighborhoods based on machine learning J He, H Zheng Engineering Applications of Artificial Intelligence 106, 104460, 2021 | 56 | 2021 |
| Apartment Floor Plans Generation via Generative Adversarial Networks H Zheng, K An, J Wei, Y Ren Proceedings of the 25th International Conference on Computer-Aided …, 2020 | 42 | 2020 |
| Machine Learning Assisted Urban Filling J Shen, C Liu, Y Ren, H Zheng Proceedings of the 25th International Conference on Computer-Aided …, 2020 | 41 | 2020 |
| The Spire of AI - Voxel-based 3D Neural Style Transfer Y Ren, H Zheng Proceedings of the 25th International Conference on Computer-Aided …, 2020 | 29 | 2020 |
| Urban spatial risk prediction and optimization analysis of POI based on deep learning from the perspective of an epidemic Y Zhang, Q Zhang, Y Zhao, Y Deng, H Zheng International Journal of Applied Earth Observation and Geoinformation 112 …, 2022 | 23 | 2022 |
| Prediction of summer daytime land surface temperature in urban environments based on machine learning Q Li, H Zheng Sustainable Cities and Society 97, 104732, 2023 | 21 | 2023 |
| Form Finding and Evaluating Through Machine Learning H Zheng Architectural Intelligence, 207-217, 2020 | 21* | 2020 |
| Multi-Objective Optimization of Building Environmental Performance: An Integrated Parametric Design Method Based on Machine Learning Approaches Y Lu, W Wu, X Geng, Y Liu, H Zheng, M Hou Energies 15 (19), 7031, 2022 | 20 | 2022 |
| Drawing with Bots: Human-computer Collaborative Drawing Experiments H Zheng Learning, Prototyping and Adapting, Short Paper Proceedings of the 23rd …, 2018 | 17 | 2018 |
| Text Semantics to Image Generation: A Method of Building Facades Design Base on Stable Diffusion Model H Ma, H Zheng Phygital Intelligence 2024, 24-34, 2024 | 12 | 2024 |
| A personalized bikeability-based cycling route recommendation method with machine learning S Meng, H Zheng International Journal of Applied Earth Observation and Geoinformation 121 …, 2023 | 11 | 2023 |
| Architectural Layout Design through Simulated Annealing Algorithm H Zheng, Y Ren Proceedings of the 25th International Conference on Computer-Aided …, 2020 | 11 | 2020 |
| Dragonfly-Inspired Wing Design Enabled by Machine Learning and Maxwell's Reciprocal Diagrams H Zheng, H Mofatteh, M Hablicsek, A Akbarzadeh, M Akbarzadeh Advanced Science, 2207635, 2023 | 10 | 2023 |
| Machine Learning Neural Networks Construction and Analysis in Vectorized Design Drawings H Zheng, Y Ren Proceedings of the 25th International Conference on Computer-Aided …, 2020 | 10 | 2020 |
| Understanding and Visualizing Generative Adversarial Networks in Architectural Drawings H Zheng, W Huang Learning, Prototyping and Adapting, Short Paper Proceedings of the 23rd …, 2018 | 10 | 2018 |
| Pipes of AI - Machine Learning Assisted 3D Modelling Design C Liu, J Shen, Y Ren, H Zheng Proceedings of the 2nd International Conference on Computational Design and …, 2020 | 9 | 2020 |
| Draw to shade: A personalized daylighting regulation method through user-involved paintings for enhanced indoor visual comfort and aesthetics experience Y Fan, J Xue, H Zheng, D Lai Journal of Building Engineering 80, 108014, 2023 | 8 | 2023 |
Masoud AkbarzadehAssociate Professor of Architecture in Structures, School of Design, University of PennsylvaniaEmail verificata su design.upenn.edu
