Friction

ISSN 2223-7690 e-ISSN 2223-7704 CN 10-1237/TH

Editor-in-Chief: Jianbin Luo

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Volume 12

Issue 6, June 2024

pp.1057-1340 16 articles

Special Issue on Artificial Intelligence and Emerging Computational Approaches for Tribology

Contents(PDF)

Open Access Editorial

Guest editorial: Special Issue on Artificial Intelligence and Emerging Computational Approaches for Tribology

Zhinan ZHANG, Shuaihang PAN, Bart RAEYMAEKERS

https://doi.org/10.1007/s40544-024-0883-6

Published: 02 April 2024

2024, 12 (6): 1057-1059

Downloads: 11 | Views: 50 |

PDF (719.5 KB)

Open Access Review Article

AI for tribology: Present and future

Nian YIN, Pufan YANG, Songkai LIU, [...], Shuaihang PAN, Zhinan ZHANG << Fewer

https://doi.org/10.1007/s40544-024-0879-2

Published: 12 March 2024

2024, 12 (6): 1060-1097

Downloads: 13 | Views: 78 |

PDF (6.1 MB)

Open Access Research Article

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

https://doi.org/10.1007/s40544-023-0752-8

Published: 01 December 2023

2024, 12 (6): 1098-1118

Downloads: 11 | Views: 73 |

PDF (11.8 MB)

Open Access Research Article

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

https://doi.org/10.1007/s40544-023-0760-8

Published: 04 July 2023

2024, 12 (6): 1119-1132

Downloads: 14 | Views: 112 |

PDF (3.4 MB)

Open Access Research Article

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

https://doi.org/10.1007/s40544-023-0765-3

Published: 01 December 2023

2024, 12 (6): 1133-1153

Downloads: 5 | Views: 30 |

PDF (7 MB)

Open Access Research Article

Classification and spectrum optimization method of grease based on infrared spectrum

Xin FENG, Yanqiu XIA, Peiyuan XIE, Xiaohe LI

https://doi.org/10.1007/s40544-023-0786-y

Published: 05 December 2023

2024, 12 (6): 1154-1164

Downloads: 6 | Views: 24 |

PDF (2.7 MB)

Open Access Research Article

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

https://doi.org/10.1007/s40544-023-0791-1

Published: 12 January 2024

2024, 12 (6): 1165-1175

Downloads: 4 | Views: 9 |

PDF (1.8 MB)

Open Access Research Article

A new 3D plastoelastohydrodynamic lubrication model for rough surfaces

Shengyu YOU, Jinyuan TANG, Qiang WANG

https://doi.org/10.1007/s40544-023-0793-z

Published: 02 April 2024

2024, 12 (6): 1176-1193

Downloads: 9 | Views: 83 |

PDF (4.2 MB)

Open Access Research Article

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

https://doi.org/10.1007/s40544-023-0800-4

Published: 20 December 2023

2024, 12 (6): 1194-1213

Downloads: 5 | Views: 49 |

PDF (4.4 MB)

Open Access Research Article

Scuffing failure analysis based on a multiphysics coupling model and experimental verification

Bugao LYU, Xianghui MENG, Jiabao YIN, [...], Yi CUI, Chengen WANG << Fewer

https://doi.org/10.1007/s40544-023-0802-2

Published: 20 December 2023

2024, 12 (6): 1214-1234

Downloads: 6 | Views: 20 |

PDF (4.1 MB)

Open Access Research Article

Prediction of ball-on-plate friction and wear by ANN with data-driven optimization

Alexander KOVALEV, Yu TIAN, Yonggang MENG

https://doi.org/10.1007/s40544-023-0803-1

Published: 10 January 2024

2024, 12 (6): 1235-1249

Downloads: 4 | Views: 54 |

PDF (2.2 MB)

Open Access Research Article

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

https://doi.org/10.1007/s40544-023-0810-2

Published: 10 January 2024

2024, 12 (6): 1250-1271

Downloads: 8 | Views: 209 |

PDF (7.8 MB)

Open Access Research Article

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

https://doi.org/10.1007/s40544-023-0814-y

Published: 15 December 2023

2024, 12 (6): 1272-1282

Downloads: 11 | Views: 15 |

PDF (2.6 MB)

Open Access Research Article

Generating synthetic as-built additive manufacturing surface topography using progressive growing generative adversarial networks

Junhyeon SEO, Prahalada RAO, Bart RAEYMAEKERS

https://doi.org/10.1007/s40544-023-0826-7

Published: 04 December 2023

2024, 12 (6): 1283-1298

Downloads: 3 | Views: 22 |

PDF (6.5 MB)

Open Access Research Article

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

https://doi.org/10.1007/s40544-023-0834-7

Published: 02 February 2024

2024, 12 (6): 1299-1321

Downloads: 6 | Views: 35 |

PDF (12.1 MB)

Open Access Research Article

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

https://doi.org/10.1007/s40544-023-0847-2

Published: 02 April 2024

2024, 12 (6): 1322-1340

Downloads: 8 | Views: 135 |

PDF (3.5 MB)