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Keywords: boundary element method
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Journal Articles
Predictive Modeling of Real Contact Area on Rough Surfaces Using Deep Artificial Neural Network
Available to Purchase
Journal:
Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. November 2025, 147(11): 111501.
Paper No: TRIB-24-1525
Published Online: March 19, 2025
...Siddharth Suman; Deepak K. Prajapati A computational approach employing the boundary element method (BEM) and a deep artificial neural network (ANN) is proposed to accurately predict the real contact area (RCA) for rough surfaces. A BEM-generated dataset is utilized to develop an optimized ANN...
Journal Articles
Semi-Analytical Model for 3D Multilayered Rolling Contact Problems With Different Creepage Combinations
Available to Purchase
Journal:
Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. April 2024, 146(4): 044103.
Paper No: TRIB-22-1393
Published Online: January 12, 2024
... ournal of T ribology . 10 11 2022 21 07 2023 24 07 2023 12 01 2024 rolling contact problem layered material coatings creepage boundary element method contact mechanics Rolling contacts are found in various tribo-pairs, e.g., between the train wheel and rail...
