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
Umberto Noè
Alan Lazarus
Hao Gao
Vinny Davies
Benn Macdonald
Kenneth Mangion
Colin Berry
Xiaoyu Luo
Dirk Husmeier
10.6084/m9.figshare.8259161.v1
https://rs.figshare.com/articles/journal_contribution/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/8259161
Additional information on multivariate GPs, global optimization, circumferential strains and the simulation process.
2019-06-12 01:40:34
left ventricular mechanics
Holzapfel–Ogden strain energy function
constitutive parameters
finite-element discretization
simulation
emulation
Gaussian processes
parameter estimation
optimization