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Zuxiang Situ

South China University of Technology

12H-index
21Paper Count
466Citation Count
Published Papers 13
Publication Date
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Improving multi-factor river water quality prediction using deep learning and large language models with retrieval-augmented generation
errEcological Indicators
IF7.4
err2026-09-25
err0
errOAAI
errZuxiang Situ; Qiyang Ling; Hongwu Tang; Huiming Zhang; Hong Chen; Shengqi Lyu; Qihua Ran; Xiangju Cheng
errShare
errSave
Plug-and-play method for segmenting concrete bridge cracks using the segment anything model with a fractal dimension matrix prompt
errAUTOMATION IN CONSTRUCTION
IF11.5
err2025-02-01
err0
PREAI
errTeng, Shuai; Liu, Airong; Situ, Zuxiang; Chen, Bingcong; Wu, Zhihua; Zhang, Yixiao; Wang, Jialin
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errSave
Attention-based deep learning framework for urban flood damage and risk assessment with improved flood prediction and land use segmentation
errINTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION
IF4.5
err2025-01-01
err0
PREAI
errSitu, Zuxiang; Zhong, Qisheng; Zhang, Jianliang; Teng, Shuai; Ge, Xiaoguang; Zhou, Qianqian; Zhao, Zhiwei
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errSave
Automatic topology and capacity generation framework for urban drainage systems with deep learning-based land use segmentation and hydrological characterization
errJOURNAL OF HYDROLOGY
IF6.3
err2024-09-01
err1
PREAI
errZhong, Qisheng; Situ, Zuxiang; Zhou, Qianqian; Xiao, Jing; Xu, Xinyi; Feng, Wanen; Jiang, Shuxian; Su, Jiongheng
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errSave
Deep learning, geometric characterization and hydrodynamic modeling for assessing sewer defect impacts on urban flooding: A case study in Guangzhou, China
errJOURNAL OF ENVIRONMENTAL MANAGEMENT
IF8.4
err2024-02-01
err7
PREAI
errZhou, Qianqian; Situ, Zuxiang; Feng, Wanen; Liu, Hanlin; Liao, Xiaoting; Zhang, Jianliang; Ge, Xiaoguang; Chen, Gongfa
errShare
errSave
Improving urban flood prediction using LSTM-DeepLabv3+and Bayesian optimization with spatiotemporal feature fusion
errJOURNAL OF HYDROLOGY
IF6.3
err2024-02-01
err9
PREAI
errSitu, Zuxiang; Wang, Qi; Teng, Shuai; Feng, Wanen; Chen, Gongfa; Zhou, Qianqian; Fu, Guangtao
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errSave
A transfer learning-based YOLO network for sewer defect detection in comparison to classic object detection methods
errDEVELOPMENTS IN THE BUILT ENVIRONMENT
IF8.2
err2023-10-01
err14
errOAAI
errSitu, Zuxiang; Teng, Shuai; Feng, Wanen; Zhong, Qisheng; Chen, Gongfa; Su, Jiongheng; Zhou, Qianqian
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errSave
Comparative Effectiveness of Data Augmentation Using Traditional Approaches versus StyleGANs in Automated Sewer Defect Detection
errwater resources management
IF2.7
err2023-09-01
err11
PREAI
errZhou, Qianqian; Situ, Zuxiang; Teng, Shuai; Chen, Gongfa
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errSave
A deep-learning-technique-based data-driven model for accurate and rapid flood predictions in temporal and spatial dimensions
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2023-05-05
err22
errOAAI
errZhou, Qianqian; Teng, Shuai; Situ, Zuxiang; Liao, Xiaoting; Feng, Junman; Chen, Gongfa; Zhang, Jianliang; Lu, Zonglei
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errSave
Real-time sewer defect detection based on YOLO network, transfer learning, and channel pruning algorithm
errJOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING
IF4.3
err2023-01-31
err24
PREAI
errSitu, Zuxiang; Teng, Shuai; Liao, Xiaoting; Chen, Gongfa; Zhou, Qianqian
errShare
errSave
Automatic sewer defect detection and severity quantification based on pixel-level semantic segmentation
errTUNNELLING AND UNDERGROUND SPACE TECHNOLOGY
IF7.4
err2022-05-01
err36
PREAI
errZhou, Qianqian; Situ, Zuxiang; Teng, Shuai; Liu, Hanlin; Chen, Weifeng; Chen, Gongfa
errShare
errSave
Convolutional Neural Networks-Based Model for Automated Sewer Defects Detection and Classification
errwater resources management
IF2.7
err2021-07-01
err25
PREAI
errZhou, Qianqian; Situ, Zuxiang; Teng, Shuai; Chen, Gongfa
errShare
errSave
Automated Sewer Defects Detection Using Style-Based Generative Adversarial Networks and Fine-Tuned Well-Known CNN Classifier
errIEEE ACCESS
IF3.6
err2021-01-01
err20
errOAAI
errSitu, Zuxiang; Teng, Shuai; Liu, Hanlin; Luo, Jinhua; Zhou, Qianqian
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
张建良 cover
张建良 (Jianliang Zhang)
H-index: 58 · Papers: 1.3K
Guangtao Fu cover
Guangtao Fu (Guangtao Fu)
H-index: 56 · Papers: 262
陈
陈卫锋 (Weifeng Chen)
H-index: 51 · Papers: 436
A
Airong Liu
H-index: 29 · Papers: 102
S
Shuxian Jiang
H-index: 27 · Papers: 95
View more