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Journal Articles

Numerical and Experimental Studies of Cavitation Damage Characteristics of 17-4PH Stainless Steel Under Array Groove Structure

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Juan Di, Zhi-Hang Fan, Hong-Fei Zhang, Cheng-Bo Wang, Jian-Feng Wang, Chao-Yi Peng
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. December 2025, 147(12): 124602.
Paper No: TRIB-25-1034
https://doi.org/10.1115/1.4068415
Published Online: May 6, 2025
View Articletitled, Numerical and Experimental Studies of Cavitation Damage Characteristics of 17-4PH Stainless Steel Under Array Groove Structure
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Topics: Cavitation, Computer simulation, Damage, Pressure, Collapse, Cavities, Cavitation erosion
Journal Articles

Prediction of Friction Factors and Leakage for Hole Pattern Seals Using Computational Fluid Dynamics and Artificial Neural Network

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Shreyas Sarfare, MD Shujan Ali, Matthew Alford, Alan Palazzolo
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. December 2025, 147(12): 124401.
Paper No: TRIB-24-1548
https://doi.org/10.1115/1.4068278
Published Online: April 10, 2025
View Articletitled, Prediction of Friction Factors and Leakage for Hole Pattern Seals Using Computational Fluid Dynamics and Artificial Neural Network
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Topics: Artificial neural networks, Computational fluid dynamics, Flat plates, Friction, Leakage, Flow (Dynamics), Modeling, Clearances (Engineering)
Journal Articles

The Influences of the Rotor Waviness on the Hydrodynamic Characteristics of Gas Porous Bearings With Mixed Computational Fluid Dynamics Boundary Conditions

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Peng Xia, Jiabao Liu, Wenlong Song, Zhongqiang Huang, Hao Yang, Wensheng Ma, Yanling Guo
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. November 2025, 147(11): 114103.
Paper No: TRIB-24-1431
https://doi.org/10.1115/1.4068054
Published Online: March 19, 2025
View Articletitled, The Influences of the Rotor Waviness on the Hydrodynamic Characteristics of Gas Porous Bearings With Mixed Computational Fluid Dynamics Boundary Conditions
Open the PDF for The Influences of the Rotor Waviness on the Hydrodynamic Characteristics of Gas Porous Bearings With Mixed Computational Fluid Dynamics Boundary Conditions in another window
Topics: Bearings, Boundary-value problems, Pressure, Rotors, Computational fluid dynamics, Transients (Dynamics)
Journal Articles

Predictive Modeling of Real Contact Area on Rough Surfaces Using Deep Artificial Neural Network

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Siddharth Suman, Deepak K. Prajapati
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. November 2025, 147(11): 111501.
Paper No: TRIB-24-1525
https://doi.org/10.1115/1.4068057
Published Online: March 19, 2025
View Articletitled, Predictive Modeling of Real Contact Area on Rough Surfaces Using Deep Artificial Neural Network
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Topics: Artificial neural networks, Boundary element methods, Stress, Surface roughness, Contact mechanics, Surface topography
Journal Articles

A Novel Fault Identification Method for Rolling Bearing

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Yongpeng Li, Mingyue Yu, Guanglei Meng, Yunbo Wang
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. July 2025, 147(7): 074302.
Paper No: TRIB-24-1352
https://doi.org/10.1115/1.4067809
Published Online: March 17, 2025
View Articletitled, A Novel Fault Identification Method for Rolling Bearing
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Topics: Algorithms, Bearings, Rolling bearings, Signals, Vibration, Sensors
Includes: Supplementary data
Journal Articles

Safer Floors in Public Service Buildings Based on Machine Learning

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Gencay Sarıışık, Gültekin Çoşkun
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. September 2025, 147(9): 091105.
Paper No: TRIB-24-1513
https://doi.org/10.1115/1.4067806
Published Online: February 24, 2025
View Articletitled, Safer Floors in Public Service Buildings Based on Machine Learning
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Topics: Machine learning, Risk, Safety, Structures, Wireless power transfer, Testing, Pendulums
Journal Articles

Analysis of the Frictional Properties of Carbon Nanotube-Coated Aramid Fiber-Reinforced Epoxy Composites Using Machine Learning Techniques

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Mayank Singh, Ritendra Yadav, Srihari Dodla, Rakesh Kumar Gautam
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. June 2025, 147(6): 061403.
Paper No: TRIB-24-1307
https://doi.org/10.1115/1.4067808
Published Online: February 14, 2025
View Articletitled, Analysis of the Frictional Properties of Carbon Nanotube-Coated Aramid Fiber-Reinforced Epoxy Composites Using Machine Learning Techniques
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Topics: Artificial neural networks, Composite materials, Epoxy resins, Fibers, Friction, Machine learning, Polymer composites, Stress, Tribology, Optimization
Journal Articles

Research on the Static and Dynamic Characteristics of Porous Air Bearings Considering Annular Groove Air Supply

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Boyu Tian, Xiaofeng Zhang, Jin Xu, Fuan Zhu
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. June 2025, 147(6): 064102.
Paper No: TRIB-24-1394
https://doi.org/10.1115/1.4067811
Published Online: February 14, 2025
View Articletitled, Research on the Static and Dynamic Characteristics of Porous Air Bearings Considering Annular Groove Air Supply
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Topics: Air bearings, Bearings, Hammers, Permeability, Pressure, Stress, Vibration, Fluids
Journal Articles

Supercritical Carbon Dioxide Lubricated Hybrid Journal Bearing: Computational Fluid Dynamics Analysis and Optimization

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MD Shujan Ali, Dongil Shin, Alan Palazzolo
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. November 2025, 147(11): 114101.
Paper No: TRIB-24-1342
https://doi.org/10.1115/1.4067492
Published Online: February 6, 2025
View Articletitled, Supercritical Carbon Dioxide Lubricated Hybrid Journal Bearing: Computational Fluid Dynamics Analysis and Optimization
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Topics: Bearing design, Bearings, Computational fluid dynamics, Optimization, Pressure, Stress, Journal bearings, Supercritical carbon dioxide, Response surface methodology, Fluids
Journal Articles

Electrical Contact With Dielectric Breakdown of Interfacial Gap

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Yang Xu, Yue Wu, Robert L. Jackson
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. May 2025, 147(5): 051109.
Paper No: TRIB-24-1389
https://doi.org/10.1115/1.4067373
Published Online: January 17, 2025
View Articletitled, Electrical Contact With Dielectric Breakdown of Interfacial Gap
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Topics: Boundary-value problems, Breakdown (Electricity), Computer simulation, Contact mechanics, Contact resistance, Current density, Electrodes, Pressure, Separation (Technology), Surface roughness
Journal Articles

Rolling Element Bearing Fault Diagnosis by the Implementation of Elman Neural Networks With Long Short-Term Memory Strategy

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Vishal G. Salunkhe, S. M. Khot, Nitesh P. Yelve, T. Jagadeesha, R. G. Desavale
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. August 2025, 147(8): 084301.
Paper No: TRIB-24-1340
https://doi.org/10.1115/1.4067382
Published Online: January 13, 2025
View Articletitled, Rolling Element Bearing Fault Diagnosis by the Implementation of Elman Neural Networks With Long Short-Term Memory Strategy
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Topics: Artificial neural networks, Bearings, Clearances (Engineering), Vibration
Journal Articles

Retracted: “Slurry Erosion Resistance of Cold-Sprayed WC-17Co Coatings on CA6NM Steel Substrates: Experimental and Artificial Neural Network Modeling Analysis” [ASME J. Tribol. 2025; 147(8): p. 081403; DOI: 10.1115/1.4067412 ]

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Harvinder Singh, Vikrant Singh, Nikhil Bharat, Vijay Kumar, Ankur Kumar
Journal: Journal of Tribology
Publisher: ASME
Article Type: Retraction
J. Tribol. August 2025, 147(8): 081403.
Paper No: TRIB-24-1416
https://doi.org/10.1115/1.4067412
Published Online: January 9, 2025
View Articletitled, Retracted: “Slurry Erosion Resistance of Cold-Sprayed WC-17Co Coatings on CA6NM Steel Substrates: Experimental and Artificial Neural Network Modeling Analysis” [ASME J. Tribol. 2025; 147(8): p. 081403; DOI: 10.1115/1.4067412 ]
Open the PDF for Retracted: “Slurry Erosion Resistance of Cold-Sprayed WC-17Co Coatings on CA6NM Steel Substrates: Experimental and Artificial Neural Network Modeling Analysis” [ASME J. Tribol. 2025; 147(8): p. 081403; DOI: 10.1115/1.4067412 ] in another window
Topics: Artificial neural networks, Coatings, Erosion, Modeling analysis, Slurries, Steel
Journal Articles

Finite Element Analysis of Layered Hollow Tapered Roller Bearings: Identifying Optimal Hollowness for Stress Reduction

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Rajesh Joshi, Gurmitsingh Bassan
Journal: Journal of Tribology
Publisher: ASME
Article Type: Technical Briefs
J. Tribol. August 2025, 147(8): 084502.
Paper No: TRIB-24-1262
https://doi.org/10.1115/1.4067381
Published Online: December 20, 2024
View Articletitled, Finite Element Analysis of Layered Hollow Tapered Roller Bearings: Identifying Optimal Hollowness for Stress Reduction
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Topics: Finite element analysis, Pressure, Rollers, Stress, Bearings, Tapered roller bearings
Journal Articles

Theoretical Model Construction and Static Performance Analysis of Multi-Leaf Journal Foil Bearings

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Yang Hu, Pengjing Ding
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. July 2025, 147(7): 074101.
Paper No: TRIB-24-1355
https://doi.org/10.1115/1.4067109
Published Online: November 26, 2024
View Articletitled, Theoretical Model Construction and Static Performance Analysis of Multi-Leaf Journal Foil Bearings
Open the PDF for Theoretical Model Construction and Static Performance Analysis of Multi-Leaf Journal Foil Bearings in another window
Topics: Bearings, Film thickness, Pressure, Stress, Deformation, Foil bearings, Manufacturing, Simulation, Stiffness, Friction
Journal Articles

Data-Driven Prediction of Coefficient of Friction in Wet Friction Components: A Model Development and Interpretability Analysis

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Jianpeng Wu, Peng Zhao, Jiahao Cui, Liyong Wang, Chengbing Yang, Jianping Ouyang
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. July 2025, 147(7): 074601.
Paper No: TRIB-24-1388
https://doi.org/10.1115/1.4067111
Published Online: November 26, 2024
View Articletitled, Data-Driven Prediction of Coefficient of Friction in Wet Friction Components: A Model Development and Interpretability Analysis
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Topics: Algorithms, Friction, Pressure, Temperature, Wireless power transfer
Journal Articles

Finite Element Simulations and Statistical Analysis for the Tribological Design of Mutually Textured Surfaces and Related Experimental Validation

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Alice Berardo, Massimiliano Borasso, Enrico Gallus, Nicola M. Pugno
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. March 2025, 147(3): 031701.
Paper No: TRIB-24-1165
https://doi.org/10.1115/1.4066501
Published Online: October 16, 2024
View Articletitled, Finite Element Simulations and Statistical Analysis for the Tribological Design of Mutually Textured Surfaces and Related Experimental Validation
Open the PDF for Finite Element Simulations and Statistical Analysis for the Tribological Design of Mutually Textured Surfaces and Related Experimental Validation in another window
Topics: Computer simulation, Design, Friction, Lasers, Silicon carbide, Sliding friction, Statistical analysis, Tribology, Simulation, Dry friction
Includes: Supplementary data
Journal Articles

A Novel Method for Bearing Fault Diagnosis Based on Novel Feature Sets With Machine Learning Technique

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Asmita R. Mali, P. V. Shinde, Amit Prakash Patil, Vishal G. Salunkhe, R. G. Desavale, Prashant S. Jadhav
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. February 2025, 147(2): 024301.
Paper No: TRIB-24-1161
https://doi.org/10.1115/1.4066306
Published Online: September 13, 2024
View Articletitled, A Novel Method for Bearing Fault Diagnosis Based on Novel Feature Sets With Machine Learning Technique
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Topics: Algorithms, Bearings, Machine learning, Vibration, Signals
Journal Articles

Hydrodynamic Thrust Bearing Test Rig With Novel Bearing Alignment System

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Collier Fais, Muhammad Ali, Isaiah Yasko
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. December 2024, 146(12): 124101.
Paper No: TRIB-24-1022
https://doi.org/10.1115/1.4065500
Published Online: August 30, 2024
View Articletitled, Hydrodynamic Thrust Bearing Test Rig With Novel Bearing Alignment System
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Topics: Bearings, Pressure, Stress, Thrust bearings, Thrust
Journal Articles

Ultrasound-Assisted Synthesis of Novel Undecylenic Estolides: Modeling and Tribological Characterization

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Prasad Sanjaykumar Sanap, Rohan Sangam Singh Thakur, Amit Prabhakar Pratap
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. January 2025, 147(1): 012201.
Paper No: TRIB-24-1052
https://doi.org/10.1115/1.4065688
Published Online: August 30, 2024
View Articletitled, Ultrasound-Assisted Synthesis of Novel Undecylenic Estolides: Modeling and Tribological Characterization
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Topics: Artificial neural networks, Catalysts, Lubricants, Modeling, Response surface methodology, Temperature, Tribology, Wear, Stability, Thermogravimetry
Includes: Supplementary data
Journal Articles

A Review of Computational Fluid Dynamics Approaches Used to Investigate Lubrication of Rolling Element Bearings

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Farshid Sadeghi, Ujjawal Arya, Saeed Aamer, Andreas Meinel
Journal: Journal of Tribology
Publisher: ASME
Article Type: Review Articles
J. Tribol. October 2024, 146(10): 100801.
Paper No: TRIB-24-1123
https://doi.org/10.1115/1.4065663
Published Online: July 4, 2024
View Articletitled, A Review of Computational Fluid Dynamics Approaches Used to Investigate Lubrication of Rolling Element Bearings
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Topics: Bearings, Computational fluid dynamics, Flow (Dynamics), Lubricants, Lubrication, Modeling