Concepedia

Jinsong Yang

JY

6

Publications

166

Citations

6

H-Index

2022

Active since

Affiliations

Central South University(Current)

Hunan University

Jinsong Yang is an author at Central South University specializing in engineering, machine learning, and systems engineering.

Top concepts

EngineeringManagementData ScienceMachine LearningSystems EngineeringPredictive AnalyticsStructural Health MonitoringData ModelingPattern RecognitionReliability Engineering

Publications per year

2022–2024

6

Publications

6

Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification

Jinsong Yang, Yizhen Peng, Jingsong Xie et al. · Sensors · 2022 · 80 citations · Full text

Engineering, Machine Learning, Life Prediction +17

A simulation data-driven semi-supervised framework based on MK-KNN graph and ESSGAT for bearing fault diagnosis

Yuyan Li, Tiantian Wang, Jingsong Xie et al. · ISA Transactions · 2024 · 25 citations

Fault Diagnosis, Engineering, Machine Learning +17

Molecule Dynamics Simulation of the Effect of Oxidative Aging on Properties of Nitrile Rubber

Jinsong Yang, Weitao Lou · Polymers · 2022 · 23 citations · Full text

Materials Science, Rubber Models, Molecular Kinetics +15

A diagnostic framework with a novel simulation data augmentation method for rail damages based on transfer learning

Jingsong Xie, Zhibin Guo, Tiantian Wang et al. · Structural Health Monitoring · 2023 · 16 citations

Railway Traffic, Convolutional Neural Network, Engineering +20

Defect Detection inside a Rail Head by Ultrasonic Guided Waves

Jingsong Xie, Wenxiang Ding, Wen Zou et al. · Symmetry · 2022 · 12 citations · Full text

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