Automated structural design optimization of steel reinforcement using graph neural network and exploratory genetic algorithms

BIM-Based Building Geometric Modeling and Automatic Generative Design for Sustainable Offsite Construction

(2022) Vincent J. L. Gan   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

BIM-BVBS integration with openBIM standards for automatic prefabrication of steel reinforcement

(2021) Yuhan Liu et al.   AUTOMATION IN CONSTRUCTION

Automated clash-free optimization of steel reinforcement in RC frame structures using building information modeling and two-stage genetic algorithm

(2021) Mohit Mangal et al.   AUTOMATION IN CONSTRUCTION

BIM-based graph data model for automatic generative design of modular buildings

(2021) Vincent J.L. Gan   AUTOMATION IN CONSTRUCTION

Automatic clash correction sequence optimization using a clash dependency network

(2020) Yuqing Hu et al.   AUTOMATION IN CONSTRUCTION

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

A conceptual comparison of several metaheuristic algorithms on continuous optimisation problems

(2019) Absalom E. Ezugwu et al.   NEURAL COMPUTING & APPLICATIONS

Integrated optimization of rebar detailing design and installation planning for waste reduction and productivity improvement

(2019) Chaoyu Zheng et al.   AUTOMATION IN CONSTRUCTION

A unified convolutional neural network integrated with conditional random field for pipe defect segmentation

(2019) Mingzhu Wang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automated specification of steel reinforcement to support the optimisation of RC floors

(2018) S. Eleftheriadis et al.   AUTOMATION IN CONSTRUCTION

Factors Affecting Construction Labor Productivity in Kuwait

(2011) Abdulaziz M. Jarkas et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT