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Peter Jimack

University of Leeds

Leeds, LS2 9JT

United Kingdom

  • University of Leeds

SCHOLARLY PAPERS

2

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41

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0

Scholarly Papers (2)

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1.

Extending Graph Network Simulators for Particle-Based Simulations of Transient Flow Problems

Number of pages: 30 Posted: 12 Feb 2026
Dody Dharma, Peter Jimack and He Wang
Institut Teknologi Bandung, University of Leeds and University College London
Downloads 27 (1,411,822)

Abstract:

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fluid dynamics, surrogate model, self-supervised learning, graph attention operator, vorticity conservation

2.

Deep Learning for Inverse Material Characterisation

Number of pages: 21 Posted: 12 Jul 2024
Yousef Ghaffari Motlagh, Farshid Fathi, John Brigham and Peter Jimack
Leeds Beckett University, University of Sheffield, University of Pittsburgh and University of Leeds
Downloads 14 (1,518,554)

Abstract:

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Inverse problem, Direct inversion, PINNs, Material characterisation