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Extrapolation of cavitation and hydrodynamic pressure in lubricated contacts: a physics-informed neural network approach

; ; ; ; ;

In
Advanced modeling and simulation in engineering sciences 12, Seiten/Artikel-Nr.:2

ImpressumBerlin ; Heidelberg [u.a.] : SpringerOpen

Umfang[1]-34

ISSN2213-7467

Online
DOI: 10.1186/s40323-025-00283-9

DOI: 10.18154/RWTH-2025-00937
URL: https://publications.rwth-aachen.de/record/1003244/files/1003244.pdf

Einrichtungen

  1. Lehrstuhl und Institut für fluidtechnische Antriebe und Systeme (412810)

Projekte

  1. OAPKF - Open-Access-Publikation mit Unterstützung der RWTH Aachen University (021000-OAPKF) (021000-OAPKF)

Inhaltliche Beschreibung (Schlagwörter)
Hydrodynamic pressure extrapolation (frei) ; Physics-informed machine learning (frei) ; Physics-informed neural networks (frei) ; Pneumatic sealing (frei) ; Spatial and temporal extrapolation (frei) ; cavitation extrapolation (frei) ; elastohydrodynamic lubrication simulation (frei) ; tribology (frei)

Thematische Einordnung (Klassifikation)
DDC: 620

OpenAccess:
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Dokumenttyp
Journal Article

Format
online

Sprache
English

Anmerkung
Peer reviewed article

Externe Identnummern
WOS Core Collection: WOS:001406638800001
SCOPUS: SCOPUS:2-s2.0-85218198457

Interne Identnummern
RWTH-2025-00937
Datensatz-ID: 1003244

Beteiligte Länder
Germany

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412810

 Record created 2025-01-28, last modified 2025-04-07


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