Publications - Architectural Intelligence Group

Artificial Intelligence (Journal Publication)

Prediction and optimization of daylight performance of AI-generated residential floor plans

Building and Environment 279 (2025) 113054

Configuration of public transportation stations in Hong Kong based on population density prediction by machine learning

International Journal of Applied Earth Observation and Geoinformation 136 (2025) 104339

Forecasting land surface drought in urban environments based on machine learning model

Sustainable Cities and Society 118 (2025) 106048

A Machine Learning Approach to Predict Site Selection from the Perspective of Vitality Improvement

Land 2024; 13(12): 2113

Automated architectural spatial composition via multi-agent deep reinforcement learning for building renovation

Automation in Construction 167 (2024) 105702

Quality Improvement of Urban Public Space from the Perspective of the Flâneur

Land 2024; 13(6): 808

A New Architectural Design Methodology in the Age of Generative Artificial Intelligence

Architectural Journal 2023 (10) 29-35

Architectural Journal (建筑学报) 2023 (10) 29-35

Draw to shade

Journal of Building Engineering 80 (2023): 108014

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

Sustainable Cities and Society 97 (2023) 104732

Advanced Science Cover Page (Adv. Sci. 18/2023)

Advanced Science (2023) 2370111

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

International Journal of Applied Earth Observation and Geoinformation 121 (2023) 103373

Dragonfly-Inspired Wing Design Enabled by Machine Learning and Maxwell's Reciprocal Diagrams

Advanced Science (2023) 2207635

Location Optimization of Urban Express Pickup Service Facilities Based on GAN

Journal of Tianjin University (Science and Technology) 2022,55(12) 1237-1248

Multi-Objective Optimization of Building Environmental Performance

Energies 2022; 15(19): 7031

Urban spatial risk prediction and optimization analysis of POI based on deep learning from the perspective of an epidemic

International Journal of Applied Earth Observation and Geoinformation 112 (2022) 102942

Computational Design of Multi-functional System Based on Generative Adversarial Networks

Architectural Journal 2022 (S1) 103-108

Architectural Journal (建筑学报) 2022 (S1) 103-108

The Dragonfly Wing Project

Architectural Design 92.3 (2022) 132-133

Crime Map Prediction through Generative Adversarial Networks

Engineering Applications of Artificial Intelligence 106 (2021) 104460

A Generative Architectural Design Method Through Artificial Neural Networks

Building and Environment 205 (2021) 108178

Machine Learning Assisted Evaluations in Structural Design and Construction

Automation in Construction 119 (2020) 103346

Artificial Intelligence (Journal Publication)

Prediction and optimization of daylight performance of AI-generated residential floor plans

Configuration of public transportation stations in Hong Kong based on population density prediction by machine learning

Forecasting land surface drought in urban environments based on machine learning model

A Machine Learning Approach to Predict Site Selection from the Perspective of Vitality Improvement

Automated architectural spatial composition via multi-agent deep reinforcement learning for building renovation

Quality Improvement of Urban Public Space from the Perspective of the Flâneur

A New Architectural Design Methodology in the Age of Generative Artificial Intelligence

Draw to shade

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

Advanced Science Cover Page (Adv. Sci. 18/2023)

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

Dragonfly-Inspired Wing Design Enabled by Machine Learning and Maxwell's Reciprocal Diagrams

Location Optimization of Urban Express Pickup Service Facilities Based on GAN

Multi-Objective Optimization of Building Environmental Performance

Urban spatial risk prediction and optimization analysis of POI based on deep learning from the perspective of an epidemic

Computational Design of Multi-functional System Based on Generative Adversarial Networks

The Dragonfly Wing Project

Crime Map Prediction through Generative Adversarial Networks

A Generative Architectural Design Method Through Artificial Neural Networks

Machine Learning Assisted Evaluations in Structural Design and Construction

Artificial Intelligence (Conference Publication)

Exploring Optimized Generation Methods for Post-War Cityscapes Restoration Based on Stable Diffusion Model

Human-Centered Generative AI Framework in Intelligent Construction: A Case Study on Furniture Manufacturing Design

Form Dictates Function: A Method for Predicting Commercial Space Behavior Based on Image Deep Learning

Prediction of Urban Traffic Accidents and Designer-Friendly Optimization Strategies

Performance Prediction of AI-generated Architectural Layout Design: Using Daylight Performance of Residential Floorplans as an Example

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

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

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

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

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

Morphological Regeneration of the Industrial Waterfront Based on Machine Learning

A POI-Based Machine Learning Method in Predicting Health

A POI-Based Machine Learning Method for Predicting Residents’ Health Status

Predicting the Heat Map of Street Vendors from Pedestrian Flow through Machine Learning

A Machine Learning Method of Predicting Behavior Vitality Using Open Source Data

Machine Learning Neural Networks Construction and Analysis in Vectorized Design Drawings

Apartment Floor Plans Generation via Generative Adversarial Networks

Architectural Layout Design through Simulated Annealing Algorithm

The Spire of AI - Voxel-based 3D Neural Style Transfer

Machine Learning Assisted Urban Filling

Pipes of AI - Machine Learning Assisted 3D Modelling Design

Machine Learning Assisted Evaluations in 3D Graphic Statics

Form Finding and Evaluating Through Machine Learning

Architectural Drawings Recognition and Generation through Machine Learning

Understanding and Visualizing Generative Adversarial Networks in Architectural Drawings

Drawing with Bots: Human-computer Collaborative Drawing Experiments

Computational Design

3D printing path optimization strategy based on Dijkstra's algorithm

Research on Residential Spatial Layout Based on Genetic Algorithm and Dijkstra Algorithm

Measurement of Spatial Openness of Indoor Space Using 3D Isovists Methods and Fibonacci Lattices

Lightweight Structures and the Geometric Equilibrium in Dragonfly Wings

Generating and Optimizing a Funicular Arch Floor Structure

Dynamic Symbiont

Iterative Pattern Design via Decodes Python Scripts in Grasshopper

Soft Rigidity

Sleeve Roof: Generating a Membrane Structure

Digital Fabrication

Ice stereotomy

Caterpillar - A Gcode Translator in Grasshopper

Bio-inspired 3D Printing Experiments

Digital Fabrication Using Mixed Reality Technology

Patents

Methods, Systems, and Computer Readable Media for Generating Structural Forms Using Machine Learning

A computational decision support method and system for adaptive architectural cavity design

A decision-making method for low-carbon building design in hot summer and warm winter areas based on GAN and GA

Building atmosphere evaluation methods, systems, equipment and media based on the improved VGG16 model

A method and system for automatically generating apartment floor plans