Search Results for author: Alan Lazarus

Found 1 papers, 1 papers with code

Fast Parameter Inference in a Biomechanical Model of the Left Ventricle using Statistical Emulation

1 code implementation13 May 2019 Vinny Davies, Umberto Noè, Alan Lazarus, Hao Gao, Benn Macdonald, Colin Berry, Xiaoyu Luo, Dirk Husmeier

Emulation methods avoid computationally expensive simulations from the LV model by replacing the biomechanical model, which is defined in terms of explicit partial differential equations, with a surrogate model inferred from simulations generated before the arrival of a patient, vastly improving computational efficiency at the clinic.

Applications Methodology

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