Dual generative adversarial networks for automated component layout design of steel frame-brace structures

Intelligent structural design of shear wall residence using physics‐enhanced generative adversarial networks

(2022) Xinzheng Lu et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Automatic floor plan analysis and recognition

(2022) Pablo N. Pizarro et al.   AUTOMATION IN CONSTRUCTION

Balanced semisupervised generative adversarial network for damage assessment from low‐data imbalanced‐class regime

(2021) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Structural design of reinforced concrete buildings based on deep neural networks

(2021) Pablo N. Pizarro et al.   ENGINEERING STRUCTURES

Automated structural design of shear wall residential buildings using generative adversarial networks

(2021) Wenjie Liao et al.   AUTOMATION IN CONSTRUCTION

Deep reinforcement learning for automated design of reinforced concrete structures

(2021) Jong‐Hyun Jeong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Review of thermal and environmental performance of prefabricated buildings: Implications to emission reductions in China

(2020) Sisi Yu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Critical factors influencing carbon emissions of prefabricated building supply chains in China

(2020) Qiang Du et al.   JOURNAL OF CLEANER PRODUCTION

Deep leaf‐bootstrapping generative adversarial network for structural image data augmentation

(2019) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic structural design of RC wall-slab buildings using a genetic algorithm with application in BIM environment

(2019) S. Tafraout et al.   AUTOMATION IN CONSTRUCTION

Automated optimization of steel reinforcement in RC building frames using building information modeling and hybrid genetic algorithm

(2018) Mohit Mangal et al.   AUTOMATION IN CONSTRUCTION

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Life cycle energy performances and environmental impacts of a prefabricated building module

(2018) Giovanni Tumminia et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Unlocking the green opportunity for prefabricated buildings and construction in China

(2018) Yuan Chang et al.   RESOURCES CONSERVATION AND RECYCLING

Deep learning for determining a near-optimal topological design without any iteration

(2018) Yonggyun Yu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Optimization of retaining wall design using recent swarm intelligence techniques

(2015) Amir H. Gandomi et al.   ENGINEERING STRUCTURES

Recent research advances of high strength steel structures and codification of design specification in China

(2015) Gang Shi et al.   International Journal of Steel Structures