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From bypass transition to flow control and data-driven turbulence modeling: an input–output viewpoint
MR Jovanović - Annual Review of Fluid Mechanics, 2021 - annualreviews.org
Transient growth and resolvent analyses are routinely used to assess nonasymptotic
properties of fluid flows. In particular, resolvent analysis can be interpreted as a special case …
properties of fluid flows. In particular, resolvent analysis can be interpreted as a special case …
Stochastic dynamical modeling of turbulent flows
Advanced measurement techniques and high-performance computing have made large
data sets available for a range of turbulent flows in engineering applications. Drawing on …
data sets available for a range of turbulent flows in engineering applications. Drawing on …
Resolvent-based estimation of space–time flow statistics
We develop a method to estimate space–time flow statistics from a limited set of known data.
While previous work has focused on modelling spatial or temporal statistics independently …
While previous work has focused on modelling spatial or temporal statistics independently …
Colour of turbulence
In this paper, we address the problem of how to account for second-order statistics of
turbulent flows using low-complexity stochastic dynamical models based on the linearized …
turbulent flows using low-complexity stochastic dynamical models based on the linearized …
Model-based design of riblets for turbulent drag reduction
Both experiments and direct numerical simulations have been used to demonstrate that
riblets can reduce turbulent drag by as much as, but their systematic design remains an …
riblets can reduce turbulent drag by as much as, but their systematic design remains an …
Model-based spectral coherence analysis
Recent data-driven efforts have utilized spectral decomposition techniques to uncover the
geometric self-similarity of dominant motions in the logarithmic layer, and thereby validate …
geometric self-similarity of dominant motions in the logarithmic layer, and thereby validate …
Proximal algorithms for large-scale statistical modeling and sensor/actuator selection
Several problems in modeling and control of stochastically driven dynamical systems can be
cast as regularized semidefinite programs. We examine two such representative problems …
cast as regularized semidefinite programs. We examine two such representative problems …
Low-rank optimization with convex constraints
The problem of low-rank approximation with convex constraints, which appears in data
analysis, system identification, model order reduction, low-order controller design, and low …
analysis, system identification, model order reduction, low-order controller design, and low …
Stochastic receptivity analysis of boundary layer flow
We utilize the externally forced linearized Navier-Stokes equations to study the receptivity of
pre-transitional boundary layers to persistent sources of stochastic excitation. Stochastic …
pre-transitional boundary layers to persistent sources of stochastic excitation. Stochastic …
The generalised resolvent-based turbulence estimation with arbitrarily sampled measurements in time
A Ying, Z Li, L Fu - Journal of Fluid Mechanics, 2024 - cambridge.org
In this study, the resolvent-based estimation (RBE) is further generalised to cases with
arbitrarily sampled measurements in time, where the generalised RBE is denoted as GRBE …
arbitrarily sampled measurements in time, where the generalised RBE is denoted as GRBE …