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Keywords: deep neural network
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Tribol. November 2025, 147(11): 111501.
Paper No: TRIB-24-1525
Published Online: March 19, 2025
... yielding lower RCA at low loads but higher RCA at high loads due to asperity distribution characteristics. The optimized deep neural network model not only predicts the real contact area with high accuracy but also is significantly faster than boundary element simulations, conclusively demonstrating its...