Vincent J.L. GAN
National University of Singapore
H-index: 29
Asia-Singapore
Top articles of Vincent J.L. GAN
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Automatic Fine-Grained BIM element classification using Multi-Modal deep learning (MMDL) | Advanced Engineering Informatics | Hao Liu Vincent JL Gan Jack CP Cheng Shanjing Alexander Zhou | 2024/8/1 |
Unified weakly and semi-supervised crack segmentation framework using limited coarse labels | Engineering Applications of Artificial Intelligence | Chao Xiang Vincent JL Gan Lu Deng Jingjing Guo Shaopeng Xu | 2024/7/1 |
Automated generative design and prefabrication of precast buildings using integrated BIM and graph convolutional neural network | Developments in the Built Environment | Kexin Li Vincent JL Gan Mingkai Li Maggie Y Gao Robert LK Tiong | 2024/4/1 |
Tempnet: A graph convolutional network for temperature field prediction of fire-damaged concrete | Expert Systems with Applications | Huaguo Chen Jianjun Yang Xinhong Chen Dong Zhang Vincent JL Gan | 2024/3/15 |
Multi‐view stereo for weakly textured indoor 3D reconstruction | Computer‐Aided Civil and Infrastructure Engineering | Tao Wang Vincent JL Gan | 2024/1/6 |
Label-efficient semantic segmentation of large-scale industrial point clouds using weakly supervised learning | Automation in Construction | Chao Yin Bo Yang Jack CP Cheng Vincent JL Gan Boyu Wang | 2023/4/1 |
Construction cost management using blockchain and encryption | Automation in Construction | Jack CP Cheng Hao Liu Vincent JL Gan Moumita Das Xingyu Tao | 2023/8/1 |
Automated classification of “cluttered” construction housekeeping images through supervised and self-supervised feature representation learning | Automation in Construction | Yu Guang Lim Junxian Wu Yang Miang Goh Jing Tian Vincent Gan | 2023/12/1 |
Automated structural design optimization of steel reinforcement using graph neural network and exploratory genetic algorithms | Automation in Construction | Mingkai Li Yuhan Liu Billy CL Wong Vincent JL Gan Jack CP Cheng | 2023/2/1 |
Building layout generation using site-embedded GAN model | Automation in Construction | Feifeng Jiang Jun Ma Christopher John Webster Xiao Li Vincent JL Gan | 2023/7/1 |
BIM-based constructability-aware precast building optimization using optimality criteria and combined non-dominated sorting genetic II and great deluge algorithm (NSGA-II-GD) | Automation in Construction | Weng-Lam Lao Mingkai Li Billy CL Wong Vincent JL Gan Jack CP Cheng | 2023/11/1 |
Parametric building information modelling and optimality criteria methods for automated multi-objective optimisation of structural and energy efficiency | Journal of Building Engineering | Billy CL Wong Zhaoji Wu Vincent JL Gan CM Chan Jack CP Cheng | 2023/9/15 |
Deep Learning-Based Framework for Reconstruction and Optimisation of Building Information Models Containing Parametric Rules | Vincent JL Gan | 2023/6/16 | |
Data-driven predictive control for smart HVAC system in IoT-integrated buildings with time-series forecasting and reinforcement learning | Applied Energy | Dian Zhuang Vincent JL Gan Zeynep Duygu Tekler Adrian Chong Shuai Tian | 2023/5/15 |
Semi-supervised learning framework for crack segmentation based on contrastive learning and cross pseudo supervision | Measurement | Chao Xiang Vincent JL Gan Jingjing Guo Lu Deng | 2023/8/1 |
Automated joint 3D reconstruction and visual inspection for buildings using computer vision and transfer learning | Automation in Construction | Tao Wang Vincent JL Gan | 2023/5/1 |
Robot-assisted mobile scanning for automated 3D reconstruction and point cloud semantic segmentation of building interiors | Automation in Construction | Difeng Hu Vincent JL Gan Chao Yin | 2023/8/1 |
Multi-agent robotic system (MARS) for UAV-UGV path planning and automatic sensory data collection in cluttered environments | Building and Environment | Difeng Hu Vincent JL Gan Tao Wang Ling Ma | 2022/8/1 |
Physics-based, data-driven approach for predicting natural ventilation of residential high-rise buildings | Building Simulation | Vincent JL Gan Boyu Wang Chun Man Chan Asiri Umenga Weerasuriya Jack CP Cheng | 2022/1 |
Automated classification of piping components from 3D LiDAR point clouds using SE-PseudoGrid | Automation in Construction | Chao Yin Jack CP Cheng Boyu Wang Vincent JL Gan | 2022/7/1 |
Co-Authors
