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An Interpretable Denoising Layer for Neural Networks Based on Reproducing Kernel Hilbert Space and its Application in Machine Fault Diagnosis

Chinese journal of mechanical engineering, 2021-12, Vol.34 (1), p.1-11, Article 44

English ed., 2021

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Detecting the Early Damages in Structures With Nonlinear Output Frequency Response Functions and the CNN-LSTM Model

IEEE transactions on instrumentation and measurement, 2020-12, Vol.69 (12), p.9557-9567

2020

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TFN: An interpretable neural network with time-frequency transform embedded for intelligent fault diagnosis

Mechanical systems and signal processing, 2024-01, Vol.207, p.110952, Article 110952

2024

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Hybrid Semi-Supervised Learning for Rotating Machinery Fault Diagnosis based on Grouped Pseudo-labeling and Consistency Regularization

IEEE transactions on instrumentation and measurement, 2023-01, Vol.72, p.1-1

2023

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A two-stage sparse algorithm for localization and characterization of local nonlinear structures

Journal of sound and vibration, 2022-05, Vol.526, p.116823, Article 116823

2022

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Iterative nonlinear chirp mode decomposition: A Hilbert-Huang transform-like method in capturing intra-wave modulations of nonlinear responses

Journal of sound and vibration, 2020-10, Vol.485, p.115571, Article 115571

2020

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Identification of Bouc-Wen hysteretic systems based on a joint optimization approach

Mechanical systems and signal processing, 2022-11, Vol.180, p.109404, Article 109404

2022

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Relation-Aware Attentive Neural Processes Model for Remaining Useful Life Prediction

IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-9

2022

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Hybrid Pre-Training Strategy for Deep Denoising Neural Networks and Its Application in Machine Fault Diagnosis

IEEE transactions on instrumentation and measurement, 2021, Vol.70, p.1-11

2021

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Alternating state-parameter identification of Bouc-Wen hysteretic systems from steady-state harmonic response

Journal of sound and vibration, 2022-11, Vol.538, p.117242, Article 117242

2022

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Semisupervised Fault Diagnosis for Gearboxes: A Novel Method Based on a Hybrid Classification Network and Weighted Pseudo-Labeling

IEEE sensors journal, 2023-07, Vol.23 (14), p.16373-16383

2023

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An Instance and Feature-Based Hybrid Transfer Model for Fault Diagnosis of Rotating Machinery With Different Speeds

IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-12

2022

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Semi-supervised fault diagnosis for gearboxes: a novel method based on a hybrid classification network and weighted pseudo-labeling

IEEE sensors journal, 2023-06, p.1-1

2023

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An Interpretable Denoising Layer for Neural Networks Based on Reproducing Kernel Hilbert Space and its Application in Machine Fault Diagnosis

中国机械工程学报, 2021, Vol.34 (3), p.104-114

2021

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Inflammation in Preeclampsia: Genetic Biomarkers, Mechanisms, and Therapeutic Strategies

Frontiers in immunology, 2022-07, Vol.13, p.883404-883404

2022

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Research on coal rock parameter calibration based on discrete element method

Scientific reports, 2024-11, Vol.14 (1), p.26507-22, Article 26507

2024

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Management of Chronic Myeloid Leukemia and Pregnancy: A Bibliometric Analysis (2000-2020)

Frontiers in oncology, 2022-03, Vol.12, p.826703-826703

2022

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Ferroptosis and its potential role in gestational diabetes mellitus: updated evidence from pathogenesis to therapy

Frontiers in endocrinology (Lausanne), 2023-08, Vol.14, p.1177547-1177547

2023

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Precise fabrication and superior combustion properties of n-B pomegranate microspheres based on a new dissolution-dispersion-coating method

Chemical engineering journal (Lausanne, Switzerland : 1996), 2024-11, p.157624, Article 157624

2024

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The epidemiology of pregnancy loss: global burden, variable risk factors, and predictions

Human reproduction (Oxford), 2024-04, Vol.39 (4), p.834-848

2024

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Epoxy-Acrylic Polymer In-Situ Filling Cell Lumen and Bonding Cell Wall for Wood Reinforcement and Stabilization

Polymers, 2024-01, Vol.16 (1), p.152

2024

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A Data Allocation Strategy for Geocomputation Based on Shape Complexity in A Cloud Environment Using Parallel Overlay Analysis of Polygons as an Example

IEEE access, 2020, Vol.8, p.185981-185991

2020

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1DCAE-TSSAMC: Two-Stage Multi-Dimensional Spatial Features Based Multi-View Deep Clustering for Time Series Data

International journal of uncertainty, fuzziness, and knowledge-based systems, 2024-06, Vol.32 (4), p.593-623

2024

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Improvement of Mechanical Properties and Solvent Resistance of Polyurethane Coating by Chemical Grafting of Graphene Oxide

Polymers, 2023-02, Vol.15 (4), p.882

2023

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Mechanical Properties and Dimensional Stability of Poplar Wood Modified by Pre-Compression and Post-Vacuum-Thermo Treatments

Polymers, 2022-04, Vol.14 (8), p.1571

2022

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An Interpretable Denoising Layer for Neural Networks Based on Reproducing Kernel Hilbert Space and its Application in Machine Fault Diagnosis

Detecting the Early Damages in Structures With Nonlinear Output Frequency Response Functions and the CNN-LSTM Model

TFN: An interpretable neural network with time-frequency transform embedded for intelligent fault diagnosis

Hybrid Semi-Supervised Learning for Rotating Machinery Fault Diagnosis based on Grouped Pseudo-labeling and Consistency Regularization

A two-stage sparse algorithm for localization and characterization of local nonlinear structures

Iterative nonlinear chirp mode decomposition: A Hilbert-Huang transform-like method in capturing intra-wave modulations of nonlinear responses

Identification of Bouc-Wen hysteretic systems based on a joint optimization approach

Relation-Aware Attentive Neural Processes Model for Remaining Useful Life Prediction

Hybrid Pre-Training Strategy for Deep Denoising Neural Networks and Its Application in Machine Fault Diagnosis

Alternating state-parameter identification of Bouc-Wen hysteretic systems from steady-state harmonic response

Semisupervised Fault Diagnosis for Gearboxes: A Novel Method Based on a Hybrid Classification Network and Weighted Pseudo-Labeling

An Instance and Feature-Based Hybrid Transfer Model for Fault Diagnosis of Rotating Machinery With Different Speeds

Semi-supervised fault diagnosis for gearboxes: a novel method based on a hybrid classification network and weighted pseudo-labeling

An Interpretable Denoising Layer for Neural Networks Based on Reproducing Kernel Hilbert Space and its Application in Machine Fault Diagnosis

Inflammation in Preeclampsia: Genetic Biomarkers, Mechanisms, and Therapeutic Strategies

Research on coal rock parameter calibration based on discrete element method

Management of Chronic Myeloid Leukemia and Pregnancy: A Bibliometric Analysis (2000-2020)

Ferroptosis and its potential role in gestational diabetes mellitus: updated evidence from pathogenesis to therapy

Precise fabrication and superior combustion properties of n-B pomegranate microspheres based on a new dissolution-dispersion-coating method

The epidemiology of pregnancy loss: global burden, variable risk factors, and predictions

Epoxy-Acrylic Polymer In-Situ Filling Cell Lumen and Bonding Cell Wall for Wood Reinforcement and Stabilization

A Data Allocation Strategy for Geocomputation Based on Shape Complexity in A Cloud Environment Using Parallel Overlay Analysis of Polygons as an Example

1DCAE-TSSAMC: Two-Stage Multi-Dimensional Spatial Features Based Multi-View Deep Clustering for Time Series Data

Improvement of Mechanical Properties and Solvent Resistance of Polyurethane Coating by Chemical Grafting of Graphene Oxide

Mechanical Properties and Dimensional Stability of Poplar Wood Modified by Pre-Compression and Post-Vacuum-Thermo Treatments

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