De-biasing the dynamic mode decomposition for applied Koopman spectral analysis of noisy datasets
出版年份 2017 全文链接
标题
De-biasing the dynamic mode decomposition for applied Koopman spectral analysis of noisy datasets
作者
关键词
Data-driven dynamical systems, Koopman spectral analysis, Total least-squares, Sensor noise, Reduced-order model, Experimental fluid mechanics
出版物
THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS
Volume 31, Issue 4, Pages 349-368
出版商
Springer Nature
发表日期
2017-04-17
DOI
10.1007/s00162-017-0432-2
参考文献
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- (2016) Scott T. M. Dawson et al. EXPERIMENTS IN FLUIDS
- Estimation of perturbations in robotic behavior using dynamic mode decomposition
- (2015) Erik Berger et al. ADVANCED ROBOTICS
- A Data–Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition
- (2015) Matthew O. Williams et al. JOURNAL OF NONLINEAR SCIENCE
- PIV uncertainty quantification from correlation statistics
- (2015) Bernhard Wieneke MEASUREMENT SCIENCE and TECHNOLOGY
- A dynamic mode decomposition approach for large and arbitrarily sampled systems
- (2015) Florimond Guéniat et al. PHYSICS OF FLUIDS
- Discovering dynamic patterns from infectious disease data using dynamic mode decomposition
- (2015) Joshua L. Proctor et al. International Health
- Real-time tumor ablation simulation based on the dynamic mode decomposition method
- (2014) George C. Bourantas et al. MEDICAL PHYSICS
- Effects of weak noise on oscillating flows: Linking quality factor, Floquet modes, and Koopman spectrum
- (2014) Shervin Bagheri PHYSICS OF FLUIDS
- Sparsity-promoting dynamic mode decomposition
- (2014) Mihailo R. Jovanović et al. PHYSICS OF FLUIDS
- Dynamic mode decomposition for large and streaming datasets
- (2014) Maziar S. Hemati et al. PHYSICS OF FLUIDS
- Optimal mode decomposition for unsteady flows
- (2013) A. Wynn et al. JOURNAL OF FLUID MECHANICS
- Uncertainty on PIV mean and fluctuating velocity due to bias and random errors
- (2013) Brandon M Wilson et al. MEASUREMENT SCIENCE and TECHNOLOGY
- Analysis of Fluid Flows via Spectral Properties of the Koopman Operator
- (2012) Igor Mezić Annual Review of Fluid Mechanics
- Applied Koopmanism
- (2012) Marko Budišić et al. CHAOS
- A method for automatic estimation of instantaneous local uncertainty in particle image velocimetry measurements
- (2012) Benjamin H. Timmins et al. EXPERIMENTS IN FLUIDS
- Analysis of time-resolved PIV measurements of a confined turbulent jet using POD and Koopman modes
- (2012) Onofrio Semeraro et al. EXPERIMENTS IN FLUIDS
- Experimental investigation of nonlinear instabilities in annular liquid sheets
- (2012) D. Duke et al. JOURNAL OF FLUID MECHANICS
- Variants of Dynamic Mode Decomposition: Boundary Condition, Koopman, and Fourier Analyses
- (2012) Kevin K. Chen et al. JOURNAL OF NONLINEAR SCIENCE
- An error analysis of the dynamic mode decomposition
- (2011) Daniel Duke et al. EXPERIMENTS IN FLUIDS
- Application of the dynamic mode decomposition to experimental data
- (2011) Peter J. Schmid EXPERIMENTS IN FLUIDS
- A randomized algorithm for the decomposition of matrices
- (2010) Per-Gunnar Martinsson et al. APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
- Dynamic mode decomposition of numerical and experimental data
- (2010) PETER J. SCHMID JOURNAL OF FLUID MECHANICS
- Applications of the dynamic mode decomposition
- (2010) P. J. Schmid et al. THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS
- Spectral analysis of nonlinear flows
- (2009) CLARENCE W. ROWLEY et al. JOURNAL OF FLUID MECHANICS
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