Intelligent design of shear wall layout based on attention-enhanced generative adversarial network

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

(2022) Wenjie Liao et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Automatic and optimal rebar layout in reinforced concrete structure by decomposed optimization algorithms

(2021) Jiepeng Liu et al.   AUTOMATION IN CONSTRUCTION

Shear wall layout optimization strategy for high-rise buildings based on conceptual design and data-driven tabu search

(2021) Haopeng Lou et al.   COMPUTERS & STRUCTURES

Structural design of reinforced concrete buildings based on deep neural networks

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

Use of convolutional networks in the conceptual structural design of shear wall buildings layout

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

Automated Simulation Framework for Urban Wind Environments Based on Aerial Point Clouds and Deep Learning

(2021) Chujin Sun et al.   Remote Sensing

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

(2021) Wenjie Liao et al.   AUTOMATION IN CONSTRUCTION

An improved linear quadratic regulator control method through convolutional neural network–based vibration identification

(2020) Xinzheng Lu et al.   JOURNAL OF VIBRATION AND CONTROL

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 regional seismic damage assessment of buildings using an unmanned aerial vehicle and a convolutional neural network

(2019) Chen Xiong et al.   AUTOMATION IN CONSTRUCTION

Deep neural network with generative adversarial networks pre-training for brain tumor classification based on MR images

(2019) Navid Ghassemi et al.   Biomedical Signal Processing and Control

Conceptual design of structural systems based on topology optimization and prefabricated components

(2019) Stefanos Sotiropoulos et al.   COMPUTERS & STRUCTURES

Emerging artificial intelligence methods in structural engineering

(2018) Hadi Salehi et al.   ENGINEERING STRUCTURES

Mask-CNN: Localizing parts and selecting descriptors for fine-grained bird species categorization

(2018) Xiu-Shen Wei et al.   PATTERN RECOGNITION

Cellular automata in architectural design: From generic systems to specific design tools

(2016) Christiane M. Herr et al.   AUTOMATION IN CONSTRUCTION

Cost optimization of reinforced concrete flat slabs of arbitrary configuration in irregular highrise building structures

(2016) Mais Aldwaik et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Design complexity control in truss optimization

(2016) André J. Torii et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

The Pascal Visual Object Classes Challenge: A Retrospective

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

The Pascal Visual Object Classes (VOC) Challenge

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