Intelligent Generative Structural Design Method for Shear-wall Building Based on “Fused-Text-Image-to-Image” Generative Adversarial Networks

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

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

Intelligent design method for beam and slab of shear wall structure based on deep learning

(2022) Pengju Zhao et al.   Journal of Building Engineering

A deep learning approach to rapid regional post‐event seismic damage assessment using time‐frequency distributions of ground motions

(2021) Xinzheng Lu et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Multi-modal generative adversarial networks for traffic event detection in smart cities

(2021) Qi Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2021) Wenjie Liao et al.   AUTOMATION IN CONSTRUCTION

An efficient image super resolution model with dense skip connections between complex filter structures in Generative Adversarial Networks

(2021) Shailza Sharma et al.   EXPERT SYSTEMS WITH APPLICATIONS

Postdisaster image‐based damage detection and repair cost estimation of reinforced concrete buildings using dual convolutional neural networks

(2020) Xiao Pan et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Machine learning applications for building structural design and performance assessment: State-of-the-art review

(2020) Han Sun et al.   Journal of Building Engineering

GANs and DCGANs for generation of topology optimization validation curve through clustering analysis

(2020) Eun-A Sim et al.   ADVANCES IN ENGINEERING SOFTWARE

CSGAN: Cyclic-Synthesized Generative Adversarial Networks for image-to-image transformation

(2020) Kancharagunta Kishan Babu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep Generative Design: Integration of Topology Optimization and Generative Models

(2019) Sangeun Oh et al.   JOURNAL OF MECHANICAL DESIGN

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

3D Design Using Generative Adversarial Networks and Physics-based Validation

(2019) Dule Shu et al.   JOURNAL OF MECHANICAL DESIGN

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

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks

(2018) Han Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Shear wall layout optimization for conceptual design of tall buildings

(2017) Yu Zhang et al.   ENGINEERING STRUCTURES

The Pascal Visual Object Classes Challenge: A Retrospective

(2014) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Applied soft computing for optimum design of structures

(2011) Nikos D. Lagaros et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION