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Interpretable Deep Learning for Nonlinear System Identification Using Frequency Response Functions With Ensemble Uncertainty Quantification

IEEE Access
2024 | Journal article
Contributors: Will R. Jacobs; Visakan Kadirkamanathan; Sean R. Anderson
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Distributed digital twins for health monitoring: resource constrained aero-engine fleet management

The Aeronautical Journal
2024-07 | Journal article
Contributors: A. Hartwell; F. Montana; W. Jacobs; V. Kadirkamanathan; N. Ameri; A. R. Mills
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Frequency-Domain Analysis for Nonlinear Systems With Time-Domain Model Parameter Uncertainty

IEEE Transactions on Automatic Control
2019-05 | Journal article
Contributors: William R. Jacobs; Tony J. Dodd; Sean R. Anderson
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Sparse Bayesian Nonlinear System Identification Using Variational Inference

IEEE Transactions on Automatic Control
2018-12 | Journal article
Contributors: William R. Jacobs; Tara Baldacchino; Tony Dodd; Sean R. Anderson
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