Optimal Closures in a Simple Model for Turbulent Flows
From MaRDI portal
Publication:5216789
DOI10.1137/19M1251941zbMath1430.76313arXiv1901.01654MaRDI QIDQ5216789
Pritpal Matharu, Bartosz Protas
Publication date: 20 February 2020
Published in: SIAM Journal on Scientific Computing (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1901.01654
Numerical optimization and variational techniques (65K10) PDEs in connection with fluid mechanics (35Q35) Direct numerical and large eddy simulation of turbulence (76F65) Fundamentals of turbulence (76F02) PDEs in connection with control and optimization (35Q93)
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Optimal reconstruction of material properties in complex multiphysics phenomena
- Exponential time differencing for stiff systems
- On optimal reconstruction of constitutive relations
- A computational framework for the regularization of adjoint analysis in multiscale PDE systems.
- A paradigm for data-driven predictive modeling using field inversion and machine learning
- An optimal model identification for oscillatory dynamics with a stable limit cycle
- Optimal nonlinear eddy viscosity in Galerkin models of turbulent flows
- Optimal large-eddy simulation of forced Burgers equation
- Nonlinear analysis of hydrodynamic instability in laminar flames—I. Derivation of basic equations
- Turbulence: the filtering approach
- Spectral Methods in MATLAB
- Turbulent Flows
- Data-Driven Discovery of Closure Models
- Data-Driven Filtered Reduced Order Modeling of Fluid Flows
- Some Recent Developments in Turbulence Closure Modeling
- Machine-aided turbulence theory
- Perspectives in Flow Control and Optimization
- Statistics of turbulence subgrid-scale stresses: Necessary conditions and experimental tests
- Optimal LES formulations for isotropic turbulence
- Fourth-Order Time-Stepping for Stiff PDEs
- Reynolds averaged turbulence modelling using deep neural networks with embedded invariance
- Optimal reconstruction of inviscid vortices
- Deep learning in fluid dynamics
- Turbulence Modeling in the Age of Data
- Turbulence, Coherent Structures, Dynamical Systems and Symmetry
- Large Eddy Simulation for Incompressible Flows
- Turbulence
- Sobolev gradients and differential equations
This page was built for publication: Optimal Closures in a Simple Model for Turbulent Flows