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Journal Articles

Dynamical system identification, model selection, and model uncertainty quantification by Bayesian inference

Editor’s Pick
Robert K. Niven, Laurent Cordier, Ali Mohammad-Djafari, Markus Abel, Markus Quade
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 34, 083140 (2024)
https://doi.org/10.1063/5.0200684
Published: August 2024
View article titled, Dynamical system identification, model selection, and model uncertainty quantification by Bayesian inference
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Journal Articles

Maximum entropy analysis of transport networks

Steven H. Waldrip, Robert K. Niven, Markus Abel, Michael Schlegel
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1853, 070003 (2017)
https://doi.org/10.1063/1.4985364
Published: June 2017
View article titled, Maximum entropy analysis of transport networks
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Journal Articles

Consistent maximum entropy representations of pipe flow networks

Steven H. Waldrip, Robert K. Niven, Markus Abel, Michael Schlegel
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1853, 070004 (2017)
https://doi.org/10.1063/1.4985365
Published: June 2017
View article titled, Consistent maximum entropy representations of pipe flow networks
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Journal Articles

Maximum entropy derivation of quasi-Newton methods

Steven H. Waldrip, Robert K. Niven
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1757, 020004 (2016)
https://doi.org/10.1063/1.4959045
Published: July 2016
View article titled, Maximum entropy derivation of quasi-Newton methods
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Journal Articles

Bayesian cyclic networks, mutual information and reduced-order Bayesian inference

Robert K. Niven, Bernd R. Noack, Eurika Kaiser, Louis Cattafesta, Laurent Cordier, Markus Abel
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1757, 020008 (2016)
https://doi.org/10.1063/1.4959049
Published: July 2016
View article titled, Bayesian cyclic networks, mutual information and reduced-order Bayesian inference
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Journal Articles

Maximum entropy analysis of flow and reaction networks

Robert K. Niven, Markus Abel, Michael Schlegel, Steven H. Waldrip
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1641, 271–278 (2015)
https://doi.org/10.1063/1.4905988
Published: January 2015
View article titled, Maximum entropy analysis of flow and reaction networks
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Journal Articles

MaxEnt analysis of a water distribution network in Canberra, ACT, Australia

Steven H. Waldrip, Robert K. Niven, Markus Abel, Michael Schlegel, Bernd R. Noack
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1641, 479–486 (2015)
https://doi.org/10.1063/1.4906013
Published: January 2015
View article titled, MaxEnt analysis of a water distribution network in Canberra, ACT, Australia
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Journal Articles

Maximum entropy analysis of flow networks

Robert K. Niven, Markus Abel, Michael Schlegel, Steven H. Waldrip
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1636, 159–164 (2014)
https://doi.org/10.1063/1.4903726
Published: December 2014
View article titled, Maximum entropy analysis of flow networks
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Journal Articles

Maximum entropy analysis of hydraulic pipe networks

Steven H. Waldrip, Robert K. Niven, Markus Abel, Michael Schlegel
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1636, 180–186 (2014)
https://doi.org/10.1063/1.4903729
Published: December 2014
View article titled, Maximum entropy analysis of hydraulic pipe networks
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Journal Articles

Cluster-based reduced-order modelling of shear flows

Eurika Kaiser, Bernd R. Noack, Laurent Cordier, Andreas Spohn, Marc Segond, Markus Abel, Guillaume Daviller, Marek Morzyński, Jan Östh, Siniša Krajnović, Robert K. Niven
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1636, 151–158 (2014)
https://doi.org/10.1063/1.4903725
Published: December 2014
View article titled, Cluster-based reduced-order modelling of shear flows
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Journal Articles

Preface: Bayesian Inference and Maximum Entropy Methods in Science and Engineering

Robert K. Niven, Brendon Brewer, David Paull, Kamran Shafi, Barrie Stokes
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1636, 1–4 (2014)
https://doi.org/10.1063/1.4903701
Published: December 2014
View article titled, Preface: Bayesian Inference and Maximum Entropy Methods in Science and Engineering
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Journal Articles

Maximum entropy analysis of steady-state flow systems (and extremum entropy production principles)

Robert K. Niven
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1443, 270–281 (2012)
https://doi.org/10.1063/1.3703644
Published: May 2012
View article titled, Maximum entropy analysis of steady-state flow systems (and extremum entropy production principles)
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Journal Articles

Jaynes’ MaxEnt, Steady State Flow Systems and the Maximum Entropy Production Principle

Robert K. Niven
Journal: AIP Conference Proceedings
AIP Conf. Proc. 1193, 397–404 (2009)
https://doi.org/10.1063/1.3275639
Published: December 2009
View article titled, Jaynes’ MaxEnt, Steady State Flow Systems and the Maximum Entropy Production Principle
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Journal Articles

Combinatorial entropy for distinguishable entities in indistinguishable states

Robert K. Niven
Journal: AIP Conference Proceedings
AIP Conf. Proc. 965, 96–103 (2007)
https://doi.org/10.1063/1.2828767
Published: December 2007
View article titled, Combinatorial entropy for distinguishable entities in indistinguishable states
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Journal Articles

Origins of the Combinatorial Basis of Entropy

Robert K. Niven
Journal: AIP Conference Proceedings
AIP Conf. Proc. 954, 133–142 (2007)
https://doi.org/10.1063/1.2821255
Published: November 2007
View article titled, Origins of the Combinatorial Basis of Entropy
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