Author: Axel Målqvist
Publisher:
ISBN: 9789172916548
Category :
Languages : en
Pages : 13
Book Description
Adaptive Variational Multiscale Methods
Author: Axel Målqvist
Publisher:
ISBN: 9789172916548
Category :
Languages : en
Pages : 13
Book Description
Publisher:
ISBN: 9789172916548
Category :
Languages : en
Pages : 13
Book Description
An Adaptive Variational Multiscale Method with Discontinuous Subscales for Aerodynamic Flows
Author: Arthur Chan-wei Huang
Publisher:
ISBN:
Category :
Languages : en
Pages : 168
Book Description
A promising methodology for accurate and efficient simulation of aerodynamic flows is output-based mesh adaptation, which optimizes a mesh to minimize the discretization error in an output of interest. The state of the art in output-based adaptation uses the discontinuous Galerkin (DG) method, which is computationally expensive due to its duplicated degrees of freedom. Existing continuous Galerkin (CG) methods require up to 20 times fewer degrees of freedom, but lack the combination of stability and adjoint consistency required for output-based adaptation. This thesis presents a novel high order continuous Galerkin method, which is both adjoint consistent and stable. The scheme, called Variational Multiscale with Discontinuous subscales (VMSD), models unresolved solution perturbations with a discontinuous representation. The solution discontinuities are then used to stabilize the problem using methods borrowed from discontinuous Galerkin methods. At the same time, the mathematical structure of the discretization allows for the elimination of additional degrees of freedom in a computationally efficient manner, so that the method has a linear system of the same size as a conventional CG discretization. Finally, because the scheme is adjoint consistent, accurate error estimates can be obtained for use in an output-based mesh adaptation process. In this work, the method is derived and its optimal properties demonstrated through analysis and numerical experiment. In particular, the thesis describes the integration of VMSD in a high order adaptive method, namely the Mesh Optimization via Error Sampling and Synthesis (MOESS) algorithm. Adaptive DG and VMSD are compared for 3D RANS simulations. The adaptive VMSD method is shown to produces solutions with the same drag error as the adaptive DG method, with a factor of 3-10 fewer globally coupled degrees of freedom, and an associated factor of three or more reduction in computation time.
Publisher:
ISBN:
Category :
Languages : en
Pages : 168
Book Description
A promising methodology for accurate and efficient simulation of aerodynamic flows is output-based mesh adaptation, which optimizes a mesh to minimize the discretization error in an output of interest. The state of the art in output-based adaptation uses the discontinuous Galerkin (DG) method, which is computationally expensive due to its duplicated degrees of freedom. Existing continuous Galerkin (CG) methods require up to 20 times fewer degrees of freedom, but lack the combination of stability and adjoint consistency required for output-based adaptation. This thesis presents a novel high order continuous Galerkin method, which is both adjoint consistent and stable. The scheme, called Variational Multiscale with Discontinuous subscales (VMSD), models unresolved solution perturbations with a discontinuous representation. The solution discontinuities are then used to stabilize the problem using methods borrowed from discontinuous Galerkin methods. At the same time, the mathematical structure of the discretization allows for the elimination of additional degrees of freedom in a computationally efficient manner, so that the method has a linear system of the same size as a conventional CG discretization. Finally, because the scheme is adjoint consistent, accurate error estimates can be obtained for use in an output-based mesh adaptation process. In this work, the method is derived and its optimal properties demonstrated through analysis and numerical experiment. In particular, the thesis describes the integration of VMSD in a high order adaptive method, namely the Mesh Optimization via Error Sampling and Synthesis (MOESS) algorithm. Adaptive DG and VMSD are compared for 3D RANS simulations. The adaptive VMSD method is shown to produces solutions with the same drag error as the adaptive DG method, with a factor of 3-10 fewer globally coupled degrees of freedom, and an associated factor of three or more reduction in computation time.
Adaptive Variational Multiscale Methods Based on a Posteriori Error Estimation
Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 20
Book Description
Publisher:
ISBN:
Category :
Languages : en
Pages : 20
Book Description
Adaptive and Parallel Variational Multiscale Method for the Navier-Stokes Equations
Author: Cong Xie
Publisher:
ISBN:
Category : Navier-Stokes equations
Languages : en
Pages : 99
Book Description
Publisher:
ISBN:
Category : Navier-Stokes equations
Languages : en
Pages : 99
Book Description
Multiscale Methods in Science and Engineering
Author: Björn Engquist
Publisher: Springer Science & Business Media
ISBN: 3540253351
Category : Mathematics
Languages : en
Pages : 300
Book Description
Multiscale problems naturally pose severe challenges for computational science and engineering. The smaller scales must be well resolved over the range of the larger scales. Challenging multiscale problems are very common and are found in e.g. materials science, fluid mechanics, electrical and mechanical engineering. Homogenization, subgrid modelling, heterogeneous multiscale methods, multigrid, multipole, and adaptive algorithms are examples of methods to tackle these problems. This volume is an overview of current mathematical and computational methods for problems with multiple scales with applications in chemistry, physics and engineering.
Publisher: Springer Science & Business Media
ISBN: 3540253351
Category : Mathematics
Languages : en
Pages : 300
Book Description
Multiscale problems naturally pose severe challenges for computational science and engineering. The smaller scales must be well resolved over the range of the larger scales. Challenging multiscale problems are very common and are found in e.g. materials science, fluid mechanics, electrical and mechanical engineering. Homogenization, subgrid modelling, heterogeneous multiscale methods, multigrid, multipole, and adaptive algorithms are examples of methods to tackle these problems. This volume is an overview of current mathematical and computational methods for problems with multiple scales with applications in chemistry, physics and engineering.
Multiscale Methods in Science and Engineering
Author: Björn Engquist
Publisher: Springer Science & Business Media
ISBN: 3540264442
Category : Technology & Engineering
Languages : en
Pages : 300
Book Description
Multiscale problems naturally pose severe challenges for computational science and engineering. The smaller scales must be well resolved over the range of the larger scales. Challenging multiscale problems are very common and are found in e.g. materials science, fluid mechanics, electrical and mechanical engineering. Homogenization, subgrid modelling, heterogeneous multiscale methods, multigrid, multipole, and adaptive algorithms are examples of methods to tackle these problems. This volume is an overview of current mathematical and computational methods for problems with multiple scales with applications in chemistry, physics and engineering.
Publisher: Springer Science & Business Media
ISBN: 3540264442
Category : Technology & Engineering
Languages : en
Pages : 300
Book Description
Multiscale problems naturally pose severe challenges for computational science and engineering. The smaller scales must be well resolved over the range of the larger scales. Challenging multiscale problems are very common and are found in e.g. materials science, fluid mechanics, electrical and mechanical engineering. Homogenization, subgrid modelling, heterogeneous multiscale methods, multigrid, multipole, and adaptive algorithms are examples of methods to tackle these problems. This volume is an overview of current mathematical and computational methods for problems with multiple scales with applications in chemistry, physics and engineering.
A Variational Multiscale Method for Turbulent Flow Simulation with Adaptive Large Scale Space
Author: Volker John
Publisher:
ISBN:
Category :
Languages : en
Pages :
Book Description
Publisher:
ISBN:
Category :
Languages : en
Pages :
Book Description
Adaptive Multiresolution Finite Volume Discretization of the Variational Multiscale Method
Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 17
Book Description
Publisher:
ISBN:
Category :
Languages : en
Pages : 17
Book Description
Multiscale Methods in Computational Mechanics
Author: René de Borst
Publisher: Springer Science & Business Media
ISBN: 9048198097
Category : Computers
Languages : en
Pages : 451
Book Description
This work gives a modern, up-to-date account of recent developments in computational multiscale mechanics. Both upscaling and concurrent computing methodologies will be addressed for a range of application areas in computational solid and fluid mechanics: Scale transitions in materials, turbulence in fluid-structure interaction problems, multiscale/multilevel optimization, multiscale poromechanics. A Dutch-German research group that consists of qualified and well-known researchers in the field has worked for six years on the topic of computational multiscale mechanics. This text provides a unique opportunity to consolidate and disseminate the knowledge gained in this project. The addition of chapters written by experts outside this working group provides a broad and multifaceted view of this rapidly evolving field.
Publisher: Springer Science & Business Media
ISBN: 9048198097
Category : Computers
Languages : en
Pages : 451
Book Description
This work gives a modern, up-to-date account of recent developments in computational multiscale mechanics. Both upscaling and concurrent computing methodologies will be addressed for a range of application areas in computational solid and fluid mechanics: Scale transitions in materials, turbulence in fluid-structure interaction problems, multiscale/multilevel optimization, multiscale poromechanics. A Dutch-German research group that consists of qualified and well-known researchers in the field has worked for six years on the topic of computational multiscale mechanics. This text provides a unique opportunity to consolidate and disseminate the knowledge gained in this project. The addition of chapters written by experts outside this working group provides a broad and multifaceted view of this rapidly evolving field.
Adaptive Variational Multiscale Formulations Using the Discrete Germano
Author: Ido Akkerman
Publisher:
ISBN: 9789079488421
Category :
Languages : en
Pages : 152
Book Description
Publisher:
ISBN: 9789079488421
Category :
Languages : en
Pages : 152
Book Description