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Keywords: machine learning
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Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Tribol. September 2023, 145(9): 091110.
Paper No: TRIB-23-1012
Published Online: July 17, 2023
... recommend a machine learning study with a larger number of subjects who can better capture the nuances of varying types of human crepitus. 1 Corresponding author. Email: gregory.roytman@yale.edu Email: jfaydenko@nuhs.edu Email: matthew.budavich@va.gov Email: jpocius@nuhs.edu Email...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Tribol. October 2023, 145(10): 104101.
Paper No: TRIB-22-1271
Published Online: May 25, 2023
... efficiency, this probabilistic study is conducted in conjunction with the machine learning (ML) model based on the support vector machine (SVM) algorithm. The uncertainty in the bearing responses is presented in the form of the probability density function (PDF), considering both the independent and combined...
Includes: Supplementary data
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Tribol. September 2023, 145(9): 091101.
Paper No: TRIB-22-1333
Published Online: May 12, 2023
... procedure and contact conditions. Machine learning offers a facile path to predict mechanical properties if sufficient datasets are available, without which it is very challenging to attain a high prediction accuracy. In this work, high-accuracy wear prediction of 316L stainless steel parts fabricated using...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Tribol. September 2023, 145(9): 091102.
Paper No: TRIB-22-1440
Published Online: May 12, 2023
...: roger.lewis@sheffield.ac.uk Contributed by the Tribology Division of ASME for publication in the J ournal of T ribology . 19 12 2022 03 02 2023 06 02 2023 12 05 2023 low adhesion wheel-rail interface friction prediction machine learning Engineering and Physical...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Tribol. December 2022, 144(12): 121703.
Paper No: TRIB-22-1189
Published Online: September 26, 2022
... machine learning (ML) algorithms. The prediction accuracy of the data-driven models derived from ML algorithms exceeds that of the multivariate regression benchmark because the latter does not always capture the complex relationship between the as-built surface topography parameters and the corresponding...
Journal Articles
Journal Articles