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Hugh Dorward

University of Bristol

University of Bristol,

Senate House, Tyndall Avenue

Bristol, BS8 ITH

United Kingdom

  • University of Bristol

SCHOLARLY PAPERS

2

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124

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Scholarly Papers (2)

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1.

Calibration of Crystal Plasticity Finite Element Models Using Surrogate Model-Based Bayesian Optimisation Methods

Number of pages: 38 Posted: 13 Mar 2025
Hugh Dorward, David Knowles, Eralp Demir, M. Mostafavi and Matthew Peel
University of Bristol, University of Bristol - Department of Mechanical Engineering, University of Oxford - Department of Engineering Science, University of Bristol - Department of Mechanical Engineering and University of Bristol
Downloads 86 (796,622)

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Gaussian process, surrogate model, Bayesian optimisation, calibration, crystal plasticity

2.

Reduced-Order Representations of Crystallographic Texture for Application to Surrogate Modelling of Austenitic Stainless Steel

Number of pages: 40 Posted: 05 Jul 2025
Hugh Dorward, M. Mostafavi, David Knowles and Matthew Peel
University of Bristol, University of Bristol - Department of Mechanical Engineering, University of Bristol - Department of Mechanical Engineering and University of Bristol
Downloads 38 (1,236,159)

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crystallographic texture, surrogate model, plasticity, Gaussian process, principal component analysis