Extrapolation of cavitation and hydrodynamic pressure in lubricated contacts: a physics-informed neural network approach
Abstract A comprehensive understanding of the dynamics of tribological interactions is essential for enhancing efficiency and durability in a multitude of technical domains. Conventional experimental techniques in tribology are frequently costly and time-consuming. In contrast, elastohydrodynamic lu...
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Main Authors: | Faras Brumand-Poor, Freddy Kokou Azanledji, Nils Plückhahn, Florian Barlog, Lukas Boden, Katharina Schmitz |
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Format: | Article |
Language: | English |
Published: |
SpringerOpen
2025-01-01
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Series: | Advanced Modeling and Simulation in Engineering Sciences |
Subjects: | |
Online Access: | https://doi.org/10.1186/s40323-025-00283-9 |
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