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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Bibliographic Details
Main Authors: Faras Brumand-Poor, Freddy Kokou Azanledji, Nils Plückhahn, Florian Barlog, Lukas Boden, Katharina Schmitz
Format: Article
Language:English
Published: SpringerOpen 2025-01-01
Series:Advanced Modeling and Simulation in Engineering Sciences
Subjects:
Online Access:https://doi.org/10.1186/s40323-025-00283-9
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