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Journal Articles

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

Available to Purchase
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
... ]. boundary element method deep neural network non-Gaussian surface topography real contact area· contact mechanics artificial intelligence machine learning surface roughness and asperities 04 12 2024 16 02 2025 18 02 2025 19 03 2025 Contributed by the Tribology Division...
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Topics: Artificial neural networks, Boundary element methods, Stress, Surface roughness, Contact mechanics, Surface topography