Predictive flow-field estimation
DOI10.1016/j.physd.2008.10.009zbMath1156.37324OpenAlexW2076939057MaRDI QIDQ1007793
Dietmar Rempfer, Sriharsha Kandala, Paritosh Mokhasi
Publication date: 24 March 2009
Published in: Physica D (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.physd.2008.10.009
proper orthogonal decompositionradial basis functionsKalman filterstime series predictionflow field estimation
Inference from stochastic processes and prediction (62M20) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Numerical solutions to overdetermined systems, pseudoinverses (65F20) Dynamical systems in fluid mechanics, oceanography and meteorology (37N10) Shear flows and turbulence (76F10) Time series analysis of dynamical systems (37M10)
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- Calibrated reduced-order POD-Galerkin system for fluid flow modelling
- On the hidden beauty of the proper orthogonal decomposition
- Accurate model reduction of transient and forced wakes
- Nonlinear prediction of chaotic time series
- Turbulence spectra
- Embedology
- Spatiotemporal analysis of complex signals: Theory and applications
- Spatio-temporal symmetries and bifurcations via bi-orthogonal decompositions
- A spectral viscosity method for correcting the long-term behavior of POD models.
- On low-dimensional Galerkin models for fluid flow
- Principal component analysis.
- Two-parameter ridge regression and its convergence to the eventual pairwise model
- Stochastic processes and filtering theory
- Gappy data: to krig or not to krig?
- Polynomial identification of POD based low-order dynamical system
- Conditional eddies in isotropic turbulence
- 10.1162/15324430260185556
- Stochastic estimation of a separated-flow field using wall-pressure-array measurements
- Optimized sensor placement for urban flow measurement
- The dynamics of coherent structures in the wall region of a turbulent boundary layer
- Turbulence and the dynamics of coherent structures. I. Coherent structures
- Turbulence, Coherent Structures, Dynamical Systems and Symmetry
- F<scp>LOW AND</scp>D<scp>ISPERSION IN</scp>U<scp>RBAN</scp>A<scp>REAS</scp>
- A hierarchy of low-dimensional models for the transient and post-transient cylinder wake
- Lazy learning for local modelling and control design
- The need for a pressure-term representation in empirical Galerkin models of incompressible shear flows
- A low-dimensional Galerkin method for the three-dimensional flow around a circular cylinder
- Ridge Regression: Biased Estimation for Nonorthogonal Problems
- Multiobjective regression modification for collinearity
