Using Emulation to Engineer and Understand Simulations of Biological Systems

Alden, Kieran James, Cosgrove, Jason, Coles, Mark Christopher orcid.org/0000-0001-8079-9358 et al. (1 more author) (2018) Using Emulation to Engineer and Understand Simulations of Biological Systems. IEEE/ACM Transactions on Computational Biology and Bioinformatics. ISSN 1545-5963

Abstract

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Item Type: Article
Authors/Creators:
Copyright, Publisher and Additional Information:

© Copyright 2018

Keywords: Analytical models,Approximate Bayesian Computation,Biological system modeling,Biological systems,Computational modeling,Emulation,Ensemble,Machine Learning,Machine learning,Mechanistic Modeling,Multi-Objective Optimization,Sensitivity Analysis,Uncertainty
Dates:
  • Published: 7 June 2018
  • Accepted: 1 April 2018
Institution: The University of York
Academic Units: The University of York > Faculty of Sciences (York) > Electronic Engineering (York)
The University of York > Faculty of Sciences (York) > Biology (York)
The University of York > Faculty of Sciences (York) > Centre for Immunology and Infection (CII) (York)
Funding Information:
Funder
Grant number
EPSRC
EP/K040820/1
Depositing User: Pure (York)
Date Deposited: 11 Jun 2018 09:50
Last Modified: 16 Oct 2024 14:48
Published Version: https://doi.org/10.1109/TCBB.2018.2843339
Status: Published
Refereed: Yes
Identification Number: 10.1109/TCBB.2018.2843339
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Description: 08374844

Licence: CC-BY 2.5

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