Friction Open Access Editor-in-Chief: Jianbin Luo
Home Friction All Issues Volume 12 Issue 6
Volume 12 Issue 6, June 2024
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Special Issue on Artificial Intelligence and Emerging Computational Approaches for Tribology
Contents(PDF)
PP. 1057-1340
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16 articles
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Editorial | Open Access
Guest editorial: Special Issue on Artificial Intelligence and Emerging Computational Approaches for Tribology
Zhinan ZHANG, Shuaihang PAN, Bart RAEYMAEKERS
Published: 02 April 2024
2024, 12(6): 1057-1059
Review Article | Open Access
AI for tribology: Present and future
Nian YIN, Pufan YANG, Songkai LIU, [...], Shuaihang PAN, Zhinan ZHANG << Fewer
Published: 12 March 2024
2024, 12(6): 1060-1097
Research Article | Open Access
Comparison-embedded evidence-CNN model for fuzzy assessment of wear severity using multi-dimensional surface images
Tao SHAO, Shuo WANG, Qinghua WANG, [...], Tonghai WU, Zhifu HUANG << Fewer
Published: 01 December 2023
2024, 12(6): 1098-1118
Research Article | Open Access
Atomistic understanding of rough surface on the interfacial friction behavior during the chemical mechanical polishing process of diamond
Song YUAN, Xiaoguang GUO, Hao WANG, [...], Renke KANG, Shang GAO << Fewer
Published: 04 July 2023
2024, 12(6): 1119-1132
Research Article | Open Access
Low-viscosity oligoether esters (OEEs) as high-efficiency lubricating oils: Insight on their structure‒lubricity relationship
Hanwen WANG, Ying WANG, Ping WEN, [...], Lin MA, Mingjin FAN, Rui DONG, Chunhua ZHANG << Fewer
Published: 01 December 2023
2024, 12(6): 1133-1153
Research Article | Open Access
Classification and spectrum optimization method of grease based on infrared spectrum
Xin FENG, Yanqiu XIA, Peiyuan XIE, Xiaohe LI
Published: 05 December 2023
2024, 12(6): 1154-1164
Research Article | Open Access
A new method to solve the Reynolds equation including mass-conserving cavitation by physics informed neural networks (PINNs) with both soft and hard constraints
Yinhu XI, Jinhui DENG, Yiling LI
Published: 12 January 2024
2024, 12(6): 1165-1175
Research Article | Open Access
A new 3D plastoelastohydrodynamic lubrication model for rough surfaces
Shengyu YOU, Jinyuan TANG, Qiang WANG
Published: 02 April 2024
2024, 12(6): 1176-1193
Research Article | Open Access
Optimized Mask-RCNN model for particle chain segmentation based on improved online ferrograph sensor
Shuo WANG, Miao WAN, Tonghai WU, [...], Zichen BAI, Kunpeng WANG << Fewer
Published: 20 December 2023
2024, 12(6): 1194-1213
Research Article | Open Access
Scuffing failure analysis based on a multiphysics coupling model and experimental verification
Bugao LYU, Xianghui MENG, Jiabao YIN, [...], Yi CUI, Chengen WANG << Fewer
Published: 20 December 2023
2024, 12(6): 1214-1234
Research Article | Open Access
Prediction of ball-on-plate friction and wear by ANN with data-driven optimization
Alexander KOVALEV, Yu TIAN, Yonggang MENG
Published: 10 January 2024
2024, 12(6): 1235-1249
Research Article | Open Access
Prediction of contact resistance of electrical contact wear using different machine learning algorithms
Zhen-bing CAI, Chun-lin LI, Lei YOU, [...], Xu-dong CHEN, Li-ping HE, Zhong-qing CAO, Zhi-nan ZHANG << Fewer
Published: 10 January 2024
2024, 12(6): 1250-1271
Research Article | Open Access
Bayesian inference-based wear prediction method for plain bearings under stationary mixed-friction conditions
Florian KÖNIG, Florian WIRSING, Georg JACOBS, [...], Rui HE, Zhigang TIAN, Ming J. ZUO << Fewer
Published: 15 December 2023
2024, 12(6): 1272-1282
Research Article | Open Access
Generating synthetic as-built additive manufacturing surface topography using progressive growing generative adversarial networks
Junhyeon SEO, Prahalada RAO, Bart RAEYMAEKERS
Published: 04 December 2023
2024, 12(6): 1283-1298
Research Article | Open Access
Predicting the coefficient of friction in a sliding contact by applying machine learning to acoustic emission data
Robert GUTIERREZ, Tianshi FANG, Robert MAINWARING, Tom REDDYHOFF
Published: 02 February 2024
2024, 12(6): 1299-1321
Research Article | Open Access
Modeling and prediction of tribological properties of copper/aluminum-graphite self-lubricating composites using machine learning algorithms
Huifeng NING, Faqiang CHEN, Yunfeng SU, [...], Hongbin LI, Hengzhong FAN, Junjie SONG, Yongsheng ZHANG, Litian HU << Fewer
Published: 02 April 2024
2024, 12(6): 1322-1340