On the confidence bounds of Gaussian process NARX models and their higher-order frequency response functions

Worden, K. orcid.org/0000-0002-1035-238X, Becker, W.E., Rogers, T.J. et al. (1 more author) (2018) On the confidence bounds of Gaussian process NARX models and their higher-order frequency response functions. Mechanical Systems and Signal Processing, 104. pp. 188-223. ISSN 0888-3270

Abstract

Metadata

Authors/Creators:
Copyright, Publisher and Additional Information: © 2017 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
Keywords: Nonlinear system identification; Gaussian processes; NARX models; Wave loading; Morison’s equation
Dates:
  • Published: 1 May 2018
  • Published (online): 4 November 2017
  • Accepted: 23 September 2017
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Mechanical Engineering (Sheffield)
Funding Information:
FunderGrant number
ENGINEERING AND PHYSICAL SCIENCE RESEARCH COUNCIL (EPSRC)EP/K003836/2
Depositing User: Symplectic Sheffield
Date Deposited: 03 Jan 2018 11:48
Last Modified: 06 Nov 2018 11:19
Published Version: https://doi.org/10.1016/j.ymssp.2017.09.032
Status: Published
Publisher: Elsevier
Refereed: Yes
Identification Number: https://doi.org/10.1016/j.ymssp.2017.09.032

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