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J

Jiahao Du

southwest jiaotong university

H指数:6

被引数:153

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GD-TCN: Lightweight Data–Physics Integrated Fault Diagnosis for Heavy-Haul Railway Bogies

GD-TCN：重型铁路转向架轻量化数据-物理融合故障诊断

IEEE Sensors Journal

IF4.5

2026-04-090

PRE

Accurate prediction of physical properties of different Freons via different machine learning models

通过不同机器学习模型对不同氟利昂物理性质进行准确预测

International Communications in Heat and Mass Transfer

IF6.4

2025-10-310

PRE

AttGAN-DPCNN: An Extremely Imbalanced Fault Diagnosis Method for Complex Signals From Multiple Sensors

IEEE SENSORS JOURNAL

IF4.5

2024-11-150

PRE

An Efficient Federated Learning Framework for Machinery Fault Diagnosis With Improved Model Aggregation and Local Model Training

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-07-0111

PRE

Generalized Zero-Shot Approach Leveraging Attribute Space for High-Speed Train Bogie

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2024-01-012

PRE

Lightweight FL: A Low-Cost Federated Learning Framework for Mechanical Fault Diagnosis With Training Optimization and Model Pruning

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2024-01-016

PRE

GraphFL: Graph Federated Learning for Fault Localization of Multirailway High-Speed Train Suspension Systems

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2024-01-010

PRE

Fault Diagnosis of Multi-Railway High-Speed Train Bogies by Improved Federated Learning

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2023-06-0110

PRE

A clustered blueprint separable convolutional neural network with high precision for high-speed train bogie fault diagnosis

IF6.5

2022-08-0113

PRE

Precise Diagnosis of Unknown Fault of High-Speed Train Bogie Using Novel FBM-Net

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2022-01-014

PRE