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James Layton

University of Nottingham

University Park

Nottingham, NG8 1BB

United Kingdom

  • University of Nottingham

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Can Data Reduction Algorithms Simplify Machine Learning Modelling of Journal Bearings?

Downloads 57 (1,000,027)

Can Data Reduction Algorithms Simplify Machine Learning Modelling of Journal Bearings?

Number of pages: 20 Posted: 26 Feb 2025
Samuel J. Cartwright, Karim Elkobrossy, Benjamin Rothwell, Grazziela Figueredo, Humberto Medina, Carol Eastwick, James Layton and Stephen Ambrose
University of Nottingham, University of Nottingham, University of Nottingham, University of Nottingham, University of Nottingham, University of Nottingham, University of Nottingham and University of Nottingham
Downloads 36 (1,281,607)

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Journal BearingHydrodynamic LubricationMachine learningData ReductionNeural networkOpenFOAM

Can Data Reduction Algorithms Simplify Machine Learning Modelling of Journal Bearings?

Number of pages: 20 Posted: 24 Jan 2025
Samuel J. Cartwright, Karim Elkobrossy, Benjamin Rothwell, Grazziela Figueredo, Humberto Medina, Carol Eastwick, James Layton and Stephen Ambrose
University of Nottingham, University of Nottingham, University of Nottingham, University of Nottingham, University of Nottingham, University of Nottingham, University of Nottingham and University of Nottingham
Downloads 21 (1,486,852)

Abstract:

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Journal BearingHydrodynamic LubricationMachine learningData ReductionNeural networkOpenFOAM