Tianwei Mu - Publications, H-index & Citations

Tianwei Mu

shenyang jianzhu university

13H指数

31论文数

533被引数

收录论文 15

发表时间

WDS-Modality: A Physics-Informed Multi-Modal Agent Framework for Resilient Water Distribution System Assessment Using Large Language Models without Fine-tuning WDS-Modality：一种基于物理信息的用于韧性供水系统评估的多模态代理框架，无需微调大语言模型

Water Research

IF12.4

2026-07-01

PREAI

Tianwei Mu; Yue Wang; Manhong Huang; Mingzhe Yuan; Dan Xue; Wenhong Wang; Hui Yang; Jun Li; Bo Zhou

An Integrated Physics-Informed Multi-Perturbation Framework for Scalable and Interpretable Leakage Detection in Water Distribution Networks 基于物理信息的集成多扰动框架，用于可扩展且可解释的供水管网泄漏检测

Water Resources Management

IF4.7

2026-05-16

PREAI

Feiyu Duan; Tianwei Mu; Bo Zhou; Baokuan Ning; Haoqiang Tan

Hierarchical physics-informed neural networks for water contamination prediction in water distribution systems: integrating physics-based modeling and AI transfer learning 用于水分配系统中水污染预测的层次化物理信息神经网络：整合基于物理的建模和AI迁移学习

Urban Water Journal

IF1.6

2026-01-01

PREAI

Duan, Feiyu; Mu, Tianwei; Zhou, Bo; Ning, Baokuan; Tan, Haoqiang

A Structure-Aware Masked Autoencoder for Sparse Character Image Recognition 一种面向结构的有损自编码器用于稀疏字符图像识别

Electronics 2025, Vol. 14, Page 4886

IF2.6

2025-12-12

OAAI

Cheng Luo; Wenhong Wang; Junhang Mai; Tianwei Mu; Shuo Guo; Mingzhe Yuan

ST-GPINN: a spatio-temporal graph physics-informed neural network for enhanced water quality prediction in water distribution systems ST-GPINN：一种用于提升供水系统水质预测精度的时空图物理信息神经网络

npj Clean Water

IF11.4

2025-08-07

OAAI

Tianwei Mu; Feiyu Duan; Baokuan Ning; Bo Zhou; Junyu Liu; Manhong Huang

Partitioning Leakage Detection in Water Distribution Systems: A Specialized Deep Learning Framework Enhanced by Spatial-Temporal Graph Convolutional Networks

ACS ES&T WATER

IF4.3

2024-07-31

PREAI

Mu, Tianwei; Zhang, Chunzheng; Huang, Manhong; Ning, Baokuan; Wang, Junxiang

Sensor Partitioning Placements via Random Walk and Water Quality and Leakage Detection Models within Water Distribution Systems

WATER RESOURCES MANAGEMENT

IF4.7

2022-09-17

PREAI

Mu, Tianwei; Huang, Manhong; Tang, Shi; Zhang, Rui; Chen, Gang; Jiang, Baiyi

Effect mechanism of shear stress on hollow anammox granules in low strength wastewater treatment

JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING

IF7.2

2022-06-01

PREAI

Wang, Wenqiang; Li, Dong; Li, Shuai; Li, Zhu; Mu, Tianwei; Zeng, Huiping; Zhang, Jie

Pressure and Water Quality Integrated Sensor Placement Considering Leakage and Contamination Intrusion within Water Distribution Systems

ACS ES&T WATER

IF4.3

2021-11-03

PREAI

Mu, Tianwei; Huang, Manhong; Tan, Haoqiang; Chen, Gang; Zhang, Rui

Synergistic effect of MIL-88A/g-C3N4 and MoS2 to construct a self-cleaning multifunctional electrospun membrane

CHEMICAL ENGINEERING JOURNAL

IF13.2

2021-10-01

PREAI

Zheng, Shengyang; Huang, Manhong; Sun, Songmei; Zhao, Haitao; Meng, Lijun; Mu, Tianwei; Song, Jialing; Jiang, Nan

Random Walks Partitioning and Network Reliability Assessing in Water Distribution System

WATER RESOURCES MANAGEMENT

IF4.7

2021-05-19

PREAI

Mu, Tianwei; Lu, Yan; Tan, Haoqiang; Zhang, Haowen; Zheng, Chengzhi

Improved Network Reliability Optimization Model with Head Loss for Water Distribution System

WATER RESOURCES MANAGEMENT

IF4.7

2021-05-05

PREAI

Mu, Tianwei; Li, Yaqi; Li, Ziyi; Wang, Luyue; Tan, Haoqiang; Zheng, Chengzhi

Simultaneous robust removal of tetracycline and tetracycline resistance genes by a novel UiO/TPU/PSF forward osmosis membrane

CHEMICAL ENGINEERING JOURNAL

IF13.2

2020-10-01

PREAI

Guo, Jili; Huang, Manhong; Gao, Pin; Zhang, Yueyang; Chen, Haisheng; Zheng, Shengyang; Mu, Tianwei; Luo, Xubiao

Ultrasensitive detection of amoxicillin by TiO2-g-C3N4@AuNPs impedimetric aptasensor: Fabrication, optimization, and mechanism

JOURNAL OF HAZARDOUS MATERIALS

IF11.3

2020-06-01

PREAI

Song, Jialing; Huang, Manhong; Jiang, Nan; Zheng, Shengyang; Mu, Tianwei; Meng, Lijun; Liu, Yanbiao; Liu, Jianyun; Chen, Gang

Nanofiber composite forward osmosis (NCFO) membranes for enhanced antibiotics rejection: Fabrication, performance, mechanism, and simulation

JOURNAL OF MEMBRANE SCIENCE

IF9

2020-02-01

PREAI

Zhang, Yueyang; Mu, Tianwei; Huang, Manhong; Chen, Gang; Cai, Teng; Chen, Haisheng; Meng, Lijun; Luo, Xubiao

研究方向