Supplement.pdf from Gaussian process emulation to accelerate parameter estimation in a mechanical model of the left ventricle: a critical step towards clinical end-user relevance

Noè, Umberto; Lazarus, Alan; Gao, Hao; Davies, Vinny; Macdonald, Benn; Mangion, Kenneth; Berry, Colin; Luo, Xiaoyu; Husmeier, Dirk

doi:10.6084/m9.figshare.8259161.v1

rsif20190114_si_001.pdf (243.67 kB)

Supplement.pdf from Gaussian process emulation to accelerate parameter estimation in a mechanical model of the left ventricle: a critical step towards clinical end-user relevance

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posted on 2019-06-12, 01:40 authored by Umberto Noè, Alan Lazarus, Hao Gao, Vinny Davies, Benn Macdonald, Kenneth Mangion, Colin Berry, Xiaoyu Luo, Dirk Husmeier

Additional information on multivariate GPs, global optimization, circumferential strains and the simulation process.

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left ventricular mechanics Holzapfel–Ogden strain energy function constitutive parameters finite-element discretization simulation emulation Gaussian processes parameter estimation optimization

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Supplement.pdf from Gaussian process emulation to accelerate parameter estimation in a mechanical model of the left ventricle: a critical step towards clinical end-user relevance

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