Knowledge-enhanced generative adversarial networks for schematic design of framed tube structures

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

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

A practical discrete sizing optimization methodology for the design of high-rise concrete buildings

(2022) Haopeng Lou et al.   ENGINEERING COMPUTATIONS

Automated structural design of shear wall structures based on modified genetic algorithm and prior knowledge

(2022) Xuhong Zhou et al.   AUTOMATION IN CONSTRUCTION

A knowledge‐enhanced deep reinforcement learning‐based shape optimizer for aerodynamic mitigation of wind‐sensitive structures

(2021) Shaopeng Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A self‐sparse generative adversarial network for autonomous early‐stage design of architectural sketches

(2021) Wenliang Qian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

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

(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

Physics-Constrained Deep Learning of Geomechanical Logs

(2020) Yuntian Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Optimization of reinforced concrete building frames with automated grouping of columns

(2019) Juliana Triches Boscardin et al.   AUTOMATION IN CONSTRUCTION

A deep learning algorithm for simulating autonomous driving considering prior knowledge and temporal information

(2019) Sikai Chen 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

A Novel Estimation Method for the State of Health of Lithium-Ion Battery Using Prior Knowledge-Based Neural Network and Markov Chain

(2018) Houde Dai et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Architectural design of apartment buildings using the Implicit Redundant Representation Genetic Algorithm

(2016) Hwayeon Song et al.   AUTOMATION IN CONSTRUCTION

Use of optimization for automatic grouping of beam cross-section dimensions in reinforced concrete building structures

(2015) Moacir Kripka et al.   ENGINEERING STRUCTURES

Advances in optimization of highrise building structures

(2014) Mais Aldwaik et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Optimum design of high-rise steel buildings using an evolution strategy integrated parallel algorithm

(2011) O. Hasançebi et al.   COMPUTERS & STRUCTURES

Application of layout and topology optimization using pattern gradation for the conceptual design of buildings

(2010) Lauren L. Stromberg et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION