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Hao Zheng

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Director, AI Fabrication Lab

City University of Hong Kong

Hong Kong

Research Interests

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Recent Grants

Grant: Open

Early Career Scheme (ECS) - Nature-inspired design of high-performance building cantilever structures

Open Date: 2027-01-01

Close Date: 2029-12-01

Grant: Open

Internal Funds for RGC Grants - Nature-inspired design of high-performance building cantilever structures

Open Date: 2027-01-01

Close Date: 2029-12-01

Grant: Open

Philosophy and Social Science Planning (Annual Project) - Empowering low-carbon retrofitting of Guangzhou school rooftops with new quality productive forces: A photovoltaic potential assessment and decision-making mechanism based on "low-altitude sensing + AI"

Open Date: 2026-09-01

Close Date: 2028-04-01

Grant: Open

Independent Research (Key Project) - Indoor ventilation planning methods and technologies for multimodal regulation and correlation of large-scale exhibition buildings in subtropical regions

Open Date: 2025-09-01

Close Date: 2027-08-01

Grant: Close

UABB 2025 Exhibition Fund - Generative futures: AI in architectural design

Open Date: 2025-09-01

Close Date: 2026-01-01

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Collaborators (2)

Botao Zhang

The Hong Kong Polytechnic University

HONG KONG

View details

Maomao Hu

Assistant Professor

National University of Singapore (NUS)

SINGAPORE

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ApplyKite TwinLearns as you apply

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Hao Zheng

Research Interests

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Recent Grants

Articles (20)

Modeling hiking speed via interpretable machine learning: Uncovering nonlinear impacts of multidimensional environmental factors

Surrogate model-based design optimization of modular façades under multifunctional scenarios

An XGBoost-GAN framework for mapping PM2.5 and NO2 and exploring land-use scenarios in the Sichuan Basin

Coupling generative AI with 3D printing for historical building renovation

Integrating AI into urban vitality promotion

A LSTM-EGAN framework for forecasting land surface temperature in urban areas based on time-series datasets

Morphology-constrained GAN for high-resolution proxy estimation of urban air pollution

A GAN-based framework for predicting pedestrian road safety based on land use and Points of Interest (POIs)

Recognition of salt-marsh fairy circles in conventional optical satellite imagery

A multi-AI approach to predicting municipal solid waste generation and recycling demand in Hong Kong

Combining machine learning and adaptive large neighbourhood search for optimizing urban land use to reduce urban land surface temperature

Prediction of particulate matter (PM) in rural built environments based on Generative Adversarial Network (GAN)

Evaluation of AI-Generated Residential Floor Plans Using cGAN and CNN Models

A diffusion-based machine learning method for 3D architectural form-finding

Analyzing pocket park locations and pedestrian accident rates using Generative Adversarial Networks

Evaluating Flood Impacts on Environment and Socio-Economics with Google Earth Engine and Remote Sensing

Predicting urban vitality and pedestrian road safety in urban areas based on machine learning

Urban feature simulation and optimization of points-of-interest networks based on coupled generative adversarial networks and genetic algorithm

Research on predicting building façade deterioration in winter cities using diffusion model

Optimize Urban Layout to Achieve Higher City Running Vitality

Collaborators (2)

Botao Zhang

Maomao Hu

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