Zuxiang Situ - Publications, H-index & Citations

Zuxiang Situ

South China University of Technology

12H指数

21论文数

466被引数

收录论文 13

发表时间

Improving multi-factor river water quality prediction using deep learning and large language models with retrieval-augmented generation 利用检索增强生成技术结合深度学习和大语言模型改进多因素河流水质预测

Ecological Indicators

IF7.4

2026-09-25

OAAI

Zuxiang Situ; Qiyang Ling; Hongwu Tang; Huiming Zhang; Hong Chen; Shengqi Lyu; Qihua Ran; Xiangju Cheng

Plug-and-play method for segmenting concrete bridge cracks using the segment anything model with a fractal dimension matrix prompt 使用具有分形维数矩阵提示的分段任何模型分割混凝土桥梁裂缝的即插即用方法

AUTOMATION IN CONSTRUCTION

IF11.5

2025-02-01

PREAI

Teng, Shuai; Liu, Airong; Situ, Zuxiang; Chen, Bingcong; Wu, Zhihua; Zhang, Yixiao; Wang, Jialin

Attention-based deep learning framework for urban flood damage and risk assessment with improved flood prediction and land use segmentation 基于注意力的深度学习框架，用于改善洪水预测和土地利用分割的城市洪灾损失和风险评估

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION

IF4.5

2025-01-01

PREAI

Situ, Zuxiang; Zhong, Qisheng; Zhang, Jianliang; Teng, Shuai; Ge, Xiaoguang; Zhou, Qianqian; Zhao, Zhiwei

Automatic topology and capacity generation framework for urban drainage systems with deep learning-based land use segmentation and hydrological characterization

JOURNAL OF HYDROLOGY

IF6.3

2024-09-01

PREAI

Zhong, Qisheng; Situ, Zuxiang; Zhou, Qianqian; Xiao, Jing; Xu, Xinyi; Feng, Wanen; Jiang, Shuxian; Su, Jiongheng

Deep learning, geometric characterization and hydrodynamic modeling for assessing sewer defect impacts on urban flooding: A case study in Guangzhou, China

JOURNAL OF ENVIRONMENTAL MANAGEMENT

IF8.4

2024-02-01

PREAI

Zhou, Qianqian; Situ, Zuxiang; Feng, Wanen; Liu, Hanlin; Liao, Xiaoting; Zhang, Jianliang; Ge, Xiaoguang; Chen, Gongfa

Improving urban flood prediction using LSTM-DeepLabv3+and Bayesian optimization with spatiotemporal feature fusion

JOURNAL OF HYDROLOGY

IF6.3

2024-02-01

PREAI

Situ, Zuxiang; Wang, Qi; Teng, Shuai; Feng, Wanen; Chen, Gongfa; Zhou, Qianqian; Fu, Guangtao

A transfer learning-based YOLO network for sewer defect detection in comparison to classic object detection methods 与经典目标检测方法相比，基于迁移学习的YOLO网络用于下水道缺陷检测

DEVELOPMENTS IN THE BUILT ENVIRONMENT

IF8.2

2023-10-01

OAAI

Situ, Zuxiang; Teng, Shuai; Feng, Wanen; Zhong, Qisheng; Chen, Gongfa; Su, Jiongheng; Zhou, Qianqian

Comparative Effectiveness of Data Augmentation Using Traditional Approaches versus StyleGANs in Automated Sewer Defect Detection 在自动下水道缺陷检测中，使用传统方法与StyleGANs进行数据增强的比较效果

water resources management

IF2.7

2023-09-01

PREAI

Zhou, Qianqian; Situ, Zuxiang; Teng, Shuai; Chen, Gongfa

A deep-learning-technique-based data-driven model for accurate and rapid flood predictions in temporal and spatial dimensions

HYDROLOGY AND EARTH SYSTEM SCIENCES

IF5.8

2023-05-05

OAAI

Zhou, Qianqian; Teng, Shuai; Situ, Zuxiang; Liao, Xiaoting; Feng, Junman; Chen, Gongfa; Zhang, Jianliang; Lu, Zonglei

Real-time sewer defect detection based on YOLO network, transfer learning, and channel pruning algorithm

JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING

IF4.3

2023-01-31

PREAI

Situ, Zuxiang; Teng, Shuai; Liao, Xiaoting; Chen, Gongfa; Zhou, Qianqian

Automatic sewer defect detection and severity quantification based on pixel-level semantic segmentation

TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

IF7.4

2022-05-01

PREAI

Zhou, Qianqian; Situ, Zuxiang; Teng, Shuai; Liu, Hanlin; Chen, Weifeng; Chen, Gongfa

Convolutional Neural Networks-Based Model for Automated Sewer Defects Detection and Classification

water resources management

IF2.7

2021-07-01

PREAI

Zhou, Qianqian; Situ, Zuxiang; Teng, Shuai; Chen, Gongfa

Automated Sewer Defects Detection Using Style-Based Generative Adversarial Networks and Fine-Tuned Well-Known CNN Classifier

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Situ, Zuxiang; Teng, Shuai; Liu, Hanlin; Luo, Jinhua; Zhou, Qianqian

研究方向