| Architectural Drawings Recognition and Generation through Machine Learning W Huang, H Zheng Proceedings of the 38th Annual Conference of the Association for Computer …, 2018 | 210 | 2018 |
| Machine learning assisted evaluations in structural design and construction H Zheng, V Moosavi, M Akbarzadeh Automation in Construction 119, 103346, 2020 | 53 | 2020 |
| A generative architectural and urban design method through artificial neural networks H Zheng, PF Yuan Building and Environment 205, 108178, 2021 | 43 | 2021 |
| Prediction of crime rate in urban neighborhoods based on machine learning J He, H Zheng Engineering Applications of Artificial Intelligence 106, 104460, 2021 | 33 | 2021 |
| Machine Learning Assisted Urban Filling J Shen, C Liu, Y Ren, H Zheng Proceedings of the 25th International Conference on Computer-Aided …, 2020 | 30 | 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 | 25 | 2020 |
| 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 | 23 | 2020 |
| Form Finding and Evaluating Through Machine Learning H Zheng Architectural Intelligence, 207-217, 2020 | 18* | 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 | 14 | 2022 |
| Drawing with Bots: Human-computer Collaborative Drawing Experiments H Zheng Learning, Prototyping and Adapting, Short Paper Proceedings of the 23rd …, 2018 | 14 | 2018 |
| 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 |
| 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 | 8 | 2022 |
| 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 | 7 | 2020 |
| 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 | 6 | 2020 |
| Architectural Layout Design through Simulated Annealing Algorithm H Zheng, Y Ren Proceedings of the 25th International Conference on Computer-Aided …, 2020 | 6 | 2020 |
| Caterpillar - A Gcode translator in Grasshopper H Zheng, B Darweesh, H Lee, L Yang Proceedings of the 24th International Conference on Computer-Aided …, 2019 | 6 | 2019 |
| A POI-Based Machine Learning Method for Predicting Residents’ Health Status S Cao, H Zheng Proceedings of the 3rd International Conference on Computational Design and …, 2021 | 5 | 2021 |
| 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 | 4 | 2023 |
| Predicting the Heat Map of Street Vendors from Pedestrian Flow through Machine Learning X Shou, P Chen, H Zheng Proceedings of the 26th International Conference on Computer-Aided …, 2021 | 4 | 2021 |
| Iterative Pattern Design via Decodes Python Scripts in Grasshopper H Zheng, Z Guo, Y Liang Proceedings of the 18th International Conference on Computer-Aided …, 2019 | 4 | 2019 |
Masoud AkbarzadehAssistant Professor of Architecture in Structures, School of Design, University of PennsylvaniaVerified email at design.upenn.edu
