Sparse feature map-based Markov models for nonlinear fluid flows
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Publication:2331856
DOI10.1016/j.compfluid.2019.104252OpenAlexW2789782180WikidataQ126078742 ScholiaQ126078742MaRDI QIDQ2331856
Balaji Jayaraman, Joshua Whitman, Chen Lu, Girish Chowdhary
Publication date: 30 October 2019
Published in: Computers and Fluids (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1803.08222
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Cites Work
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- Discovering governing equations from data by sparse identification of nonlinear dynamical systems
- Compressed sensing and dynamic mode decomposition
- A data-driven approximation of the koopman operator: extending dynamic mode decomposition
- Kernel methods in machine learning
- A fourth-order scheme for incompressible Boussinesq equations
- Nektar++: an open-source spectral/\(hp\) element framework
- Identifying stochastic basin hopping by partitioning with graph modularity
- Spectral properties of dynamical systems, model reduction and decompositions
- Sparse On-Line Gaussian Processes
- Galerkin Method for Nonlinear Dynamics
- A Computational Method to Extract Macroscopic Variables and Their Dynamics in Multiscale Systems
- Model Reduction for Flow Analysis and Control
- Nonlinear Model Reduction via Discrete Empirical Interpolation
- Dynamic mode decomposition of numerical and experimental data
- Cluster-based reduced-order modelling of a mixing layer
- Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
- Spectral analysis of nonlinear flows
- A hierarchy of low-dimensional models for the transient and post-transient cylinder wake
- Sparse reduced-order modelling: sensor-based dynamics to full-state estimation
- Analysis of Fluid Flows via Spectral Properties of the Koopman Operator
- Model-Based Compressive Sensing
- Recursive dynamic mode decomposition of transient and post-transient wake flows
- Online Sparse Gaussian Process Regression and Its Applications
- Turbulence, Coherent Structures, Dynamical Systems and Symmetry
- A Variational Approach to Modeling Slow Processes in Stochastic Dynamical Systems
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