Yi Li

Yi Li

Tsinghua University

H-index: 17

Asia-China

About Yi Li

Yi Li, With an exceptional h-index of 17 and a recent h-index of 14 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of multiphase flow measurement, electrical tomography, sensing data fusion, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Physics-Constrained Deep Learning-Based Image Reconstruction for Electrical Capacitance Tomography

Moisture Classification of Gas–Solid Two-Phase Flow Based on a Pseudo-Siamese Neural Network

Conductance sensor-based flowrate estimation of horizontal gas-water slug flow from interfacial wave statistics

Pipeline safety early warning by multifeature-fusion CNN and LightGBM analysis of signals from distributed optical fiber sensors

Long-distance pipeline safety early warning: a distributed optical fiber sensing semi-supervised learning method

Early safety warnings for long-distance pipelines: A distributed optical fiber sensor machine learning approach

An HDTV-SB imaging algorithm for wire-mesh tomography

ECT Attention Reverse Mapping algorithm: visualization of flow pattern heatmap based on convolutional neural network and its impact on ECT image reconstruction

Yi Li Information

University

Position

Associate Professor of Sensing Imaging & Tomography

Citations(all)

797

Citations(since 2020)

485

Cited By

515

hIndex(all)

17

hIndex(since 2020)

14

i10Index(all)

19

i10Index(since 2020)

18

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Yi Li Skills & Research Interests

multiphase flow measurement

electrical tomography

sensing data fusion

machine learning

Top articles of Yi Li

Title

Journal

Author(s)

Publication Date

A Physics-Constrained Deep Learning-Based Image Reconstruction for Electrical Capacitance Tomography

IEEE Transactions on Instrumentation and Measurement

Yiqi Jin

Yi Li

Maomao Zhang

Lihui Peng

2023/12/1

Moisture Classification of Gas–Solid Two-Phase Flow Based on a Pseudo-Siamese Neural Network

Industrial & Engineering Chemistry Research

Xinyi Chen

Yi Li

Haigang Wang

Maomao Zhang

2023/8/23

Conductance sensor-based flowrate estimation of horizontal gas-water slug flow from interfacial wave statistics

IEEE Sensors Journal

Wei Chen

Jinku Li

Yi Li

Maomao Zhang

Lihui Peng

2021/1/13

Pipeline safety early warning by multifeature-fusion CNN and LightGBM analysis of signals from distributed optical fiber sensors

IEEE Transactions on Instrumentation and Measurement

Yiyuan Yang

Haifeng Zhang

Yi Li

2021/9/20

Long-distance pipeline safety early warning: a distributed optical fiber sensing semi-supervised learning method

IEEE sensors journal

Yiyuan Yang

Haifeng Zhang

Yi Li

2021/6/8

Early safety warnings for long-distance pipelines: A distributed optical fiber sensor machine learning approach

Proceedings of the AAAI Conference on Artificial Intelligence

Yiyuan Yang

Yi Li

Taojia Zhang

Yan Zhou

Haifeng Zhang

2021/5/18

An HDTV-SB imaging algorithm for wire-mesh tomography

Measurement Science and Technology

Kai Sun

Yi Li

2020/1/10

ECT Attention Reverse Mapping algorithm: visualization of flow pattern heatmap based on convolutional neural network and its impact on ECT image reconstruction

Measurement Science and Technology

Zhuoqun Xu

Fan Wu

Yiyuan Yang

Yi Li

2020/12/16

Measurement of the flow rate of oil and water using microwave and Venturi sensors with end-to-end dual convolutional neural network

Measurement: Sensors

Xiaoguang Lin

Hongyu Wang

Zhe Chen

Haifeng Zhang

Yi Li

2020/11/15

LSTM model based on multi-feature extractor to detect flow pattern change characteristics and parameter measurement

IEEE Sensors Journal

Zhuoqun Xu

Fan Wu

Liying Zhu

Yi Li

2020/9/15

An Offshore Floating Wind–Solar–Aquaculture System: Concept Design and Extreme Response in Survival Conditions

Energies

Yi Li and Wei Li Xiangyuan Zheng

Huadong Zheng

Yu Lei

2020/2

Measurement of Gas-Oil Two-Phase Flow Patterns by Using CNN Algorithm Based on Dual ECT Sensors with Venturi Tube

Sensors

Yi Li Zhuoqun Xu

Fan Wu

Xinmeng Yang

2020/2

See List of Professors in Yi Li University(Tsinghua University)