Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

67
Fatih Ecevit Max Planck Institute for Mathematics in the Sciences Víctor Domínguez Ivan Graham New Galerkin Methods for High-frequency Scattering Simulations Universidad Pública de Navarra University of Bath Collaborations

description

New Galerkin Methods for High-frequency Scattering Simulations. Fatih Ecevit Max Planck Institute for Mathematics in the Sciences. Collaborations. Universidad Pública de Navarra University of Bath. V í ctor Dom í nguez Ivan Graham. I. Electromagnetic & acoustic scattering problems. II. - PowerPoint PPT Presentation

Transcript of Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Page 1: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Fatih EcevitMax Planck Institute for Mathematics in the Sciences

Víctor DomínguezIvan Graham

New Galerkin Methods forHigh-frequency Scattering Simulations

Universidad Pública de NavarraUniversity of Bath

Collaborations

Page 2: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Outline

High-frequency integral equation methods Main principles (BGMR 2004) A robust Galerkin scheme (DGS 2006) Required improvements

II.

New Galerkin methods for high-frequency scattering simulationsIII. Two new algorithms

Electromagnetic & acoustic scattering problemsI.

New Galerkin methods for high-frequency scattering simulations

Page 3: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Governing Equations

(TE, TM, Acoustic)

Maxwell Eqns. Helmholtz Eqn.

Electromagnetic & Acoustic Scattering SimulationsI.

Page 4: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Scattering Simulations

Basic Challenges:Fields oscillate on the order of wavelength Computational cost Memory requirement

Variational methods (MoM, FEM, FVM,…) Differential Eqn. methods (FDTD,…) Integral Eqn. methods (FMM, H-matrices,…)

Asymptotic methods (GO, GTD,…)

Numerical Methods:Convergent (error-controllable) Demand resolutionof wavelength

Non-convergent (error )

Discretization independentof frequency

Electromagnetic & Acoustic Scattering SimulationsI.

Page 5: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Scattering Simulations

Basic Challenges:Fields oscillate on the order of wavelength Computational cost Memory requirement

Variational methods (MoM, FEM, FVM,…) Differential Eqn. methods (FDTD,…) Integral Eqn. methods (FMM, H-matrices,…)

Asymptotic methods (GO, GTD,…)

Numerical Methods:Convergent (error-controllable) Demand resolutionof wavelength

Non-convergent (error )

Discretization independentof frequency

Combine…

Electromagnetic & Acoustic Scattering SimulationsI.

Page 6: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Integral Equation Formulations

Radiation Condition:

High-frequency Integral Equation MethodsII.

Boundary Condition:

Page 7: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Integral Equation Formulations

Radiation Condition:

Single layer potential:

High-frequency Integral Equation MethodsII.

Boundary Condition:

Double layer potential:

Page 8: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Integral Equation Formulations

Radiation Condition:

Single layer potential:

High-frequency Integral Equation MethodsII.

1st1stkindkind

2nd2ndkindkind

Boundary Condition:

Double layer potential:

2nd2ndkindkind

Page 9: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Convex Obstacle: AnsatzSingle layer density:

High-frequency Integral Equation MethodsII.

Double layer density:

Page 10: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Convex Obstacle: AnsatzSingle layer density:

High-frequency Integral Equation MethodsII.

Double layer density:

Page 11: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Convex Obstacle: AnsatzSingle layer density:

High-frequency Integral Equation MethodsII.

Double layer density:

Page 12: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Convex Obstacle: AnsatzSingle layer density:

High-frequency Integral Equation MethodsII.

Double layer density:

current

non-physicalis

Bruno, Geuzaine,Monro, Reitich (2004)

Page 13: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Convex Obstacle: AnsatzSingle layer density:

High-frequency Integral Equation MethodsII.

Page 14: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Convex Obstacle: AnsatzSingle layer density:

High-frequency Integral Equation MethodsII.

BGMR (2004)

Page 15: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Convex Obstacle

A Convergent High-frequency ApproachHighly oscillatory!

High-frequency Integral Equation MethodsII.

Page 16: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Convex Obstacle

A Convergent High-frequency Approach

Localized Integration:

Highly oscillatory!

High-frequency Integral Equation MethodsII.

for all n

BGMR (2004)

Page 17: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Convex Obstacle

A Convergent High-frequency Approach

High-frequency Integral Equation MethodsII.

(Melrose & Taylor, 1985)

Page 18: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Convex Obstacle

A Convergent High-frequency Approach

High-frequency Integral Equation MethodsII.

(Melrose & Taylor, 1985)

Change of Variables:

BGMR (2004)

Page 19: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Smooth Convex Obstacle

High-frequency Integral Equation MethodsII.

Bruno, Geuzaine, Monro, Reitich … 2004 …

Bruno, Geuzaine (3D) ……………. 2006 …

Page 20: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Smooth Convex Obstacle

High-frequency Integral Equation MethodsII.

Bruno, Geuzaine, Monro, Reitich … 2004 …

Bruno, Geuzaine (3D) ……………. 2006 …

Huybrechs, Vandewalle …….…… 2006 …

Page 21: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Smooth Convex Obstacle

High-frequency Integral Equation MethodsII.

Domínguez, Graham, Smyshlyaev … 2006 … (circler bd.)

Bruno, Geuzaine, Monro, Reitich … 2004 …

Bruno, Geuzaine (3D) ……………. 2006 …

Huybrechs, Vandewalle …….…… 2006 …

Page 22: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Smooth Convex Obstacle

High-frequency Integral Equation MethodsII.

Domínguez, Graham, Smyshlyaev … 2006 … (circler bd.)

Bruno, Geuzaine, Monro, Reitich … 2004 …

Bruno, Geuzaine (3D) ……………. 2006 …

Chandler-Wilde, Langdon ….…….. 2006 ..

Langdon, Melenk …………..……… 2006 ..

Single Convex Polygon

Huybrechs, Vandewalle …….…… 2006 …

Page 23: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Single Smooth Convex Obstacle

High-frequency Integral Equation MethodsII.

Domínguez, Graham, Smyshlyaev … 2006 … (circler bd.)

Bruno, Geuzaine, Monro, Reitich … 2004 …

Bruno, Geuzaine (3D) ……………. 2006 …

Chandler-Wilde, Langdon ….…….. 2006 ..

Langdon, Melenk …………..……… 2006 ..

Single Convex Polygon

Huybrechs, Vandewalle …….…… 2006 …

Domínguez, E., Graham, ………… 2007 … (circler bd.)

Page 24: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

The Combined Field Operator

A High-frequency Galerkin Method DGS (2006)II.

Page 25: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

The Combined Field Operator

Continuity:

circler domains ……………

general smooth domains …

Giebermann (1997)

DGS (2006)

II. A High-frequency Galerkin Method DGS (2006)

Page 26: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

The Combined Field OperatorII.

Continuity:

Coercivity:

circler domains ……………

general smooth domains …

circler domains ……………

general smooth domains … open problem

Giebermann (1997)

DGS (2006)

DGS (2006)

A High-frequency Galerkin Method DGS (2006)

Page 27: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Plane-wave Scattering ProblemII. A High-frequency Galerkin Method DGS (2006)

Page 28: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Plane-wave Scattering ProblemII.

is an explicitly defined entire function with known asymptotics

are smooth periodic functions

is not explicitly known but behaves like:

A High-frequency Galerkin Method DGS (2006)

Page 29: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Plane-wave Scattering ProblemII.

is an explicitly defined entire function with known asymptotics

are smooth periodic functions

is not explicitly known but behaves like:

DGS (2006)Melrose, Taylor (1985)

A High-frequency Galerkin Method DGS (2006)

Page 30: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Plane-wave Scattering ProblemII. A High-frequency Galerkin Method DGS (2006)

Page 31: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Plane-wave Scattering ProblemII.

for some on the “deep” shadow

A High-frequency Galerkin Method DGS (2006)

Page 32: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Plane-wave Scattering ProblemII.

DGS (2006)

for some on the “deep” shadow

A High-frequency Galerkin Method DGS (2006)

Page 33: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Polynomial ApproximationII.

Illuminated Region Deep ShadowShadow Boundaries

A High-frequency Galerkin Method DGS (2006)

Page 34: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Polynomial ApproximationII.

Illuminated Region Deep ShadowShadow Boundaries

… gluing together

A High-frequency Galerkin Method DGS (2006)

Page 35: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Polynomial ApproximationII.

Illuminated Region Deep ShadowShadow Boundaries

… gluing together

A High-frequency Galerkin Method DGS (2006)

Page 36: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Polynomial ApproximationII.

Illuminated Region Deep ShadowShadow Boundaries

… gluing together

… approximation by zero

A High-frequency Galerkin Method DGS (2006)

Page 37: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Polynomial ApproximationII.

Illuminated Region Deep ShadowShadow Boundaries

… gluing together

is the optimal choice

A High-frequency Galerkin Method DGS (2006)

Page 38: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Galerkin MethodII.

Illuminated Region Deep ShadowShadow Boundaries

… gluing together

Discrete space

A High-frequency Galerkin Method DGS (2006)

Page 39: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Galerkin MethodII.

Illuminated Region Deep ShadowShadow Boundaries

… gluing togetherFinal Estimate

A High-frequency Galerkin Method DGS (2006)

Page 40: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Galerkin MethodII.

Illuminated Region Deep ShadowShadow Boundaries

… gluing togetherFinal Estimate

Question Can one obtain a robust Galerkin method that works for higher frequencies as well as low frequencies?

A High-frequency Galerkin Method DGS (2006)

Page 41: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Galerkin MethodII.

Illuminated Region Deep ShadowShadow Boundaries

… gluing togetherFinal Estimate

A High-frequency Galerkin Method DGS (2006)

In other words higher frequencies: low frequencies: do an approximation on the deep shadow region??

Page 42: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Galerkin MethodII.

Illuminated Region Deep ShadowShadow Boundaries

… gluing togetherFinal Estimate

A High-frequency Galerkin Method DGS (2006)

Page 43: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Galerkin MethodII.

Illuminated Region Deep ShadowShadow Boundaries

… gluing togetherFinal Estimate

A High-frequency Galerkin Method DGS (2006)

In other words higher frequencies: low frequencies: do an approximation on the deep shadow region??

Page 44: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin MethodsIII.

Illuminated Region Deep ShadowShadow Boundaries

… gluing together … new Galerkin methods

Treat these four transition regions separatelyA straightforward extension of the Galerkinapproximation in DGS (2006) applies to deep shadow region

New Galerkin methods for high-frequency scattering simulations

Page 45: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

Illuminated Region Deep ShadowShadow Boundaries

… gluing together … new Galerkin methods

Treat these four transition regions separatelyA straightforward extension of the Galerkinapproximation in DGS (2006) applies to deep shadow region

The highly oscillatory integrals arising in the Galerkin matrices can be efficiently evaluated as the stationary phase points are apriory known

III.New Galerkin methods for high-frequency scattering simulations

Page 46: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin MethodsIII.New Galerkin methods for high-frequency scattering simulations

Page 47: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin MethodsIII.New Galerkin methods for high-frequency scattering simulations

Page 48: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin MethodsIII.New Galerkin methods for high-frequency scattering simulations

Page 49: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin MethodsIII.New Galerkin methods for high-frequency scattering simulations

Page 50: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin MethodsIII.New Galerkin methods for high-frequency scattering simulations

Page 51: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin MethodsIII.New Galerkin methods for high-frequency scattering simulations

Page 52: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods… optimal

III.New Galerkin methods for high-frequency scattering simulations

Page 53: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

Discrete space

DGS (2006)

III.New Galerkin methods for high-frequency scattering simulations

Page 54: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

Discrete space

DGS (2006)

DEG (2007)Discrete space defined in a similar wayincluding the deep shadow

… first algorithm

III.New Galerkin methods for high-frequency scattering simulations

Page 55: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

Discrete space

DGS (2006)

DEG (2007)Discrete space defined in a similar wayincluding the deep shadow

… first algorithm

III.New Galerkin methods for high-frequency scattering simulations

degrees of freedom

Page 56: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin MethodsIII.New Galerkin methods for high-frequency scattering simulations

Page 57: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin MethodsIII.New Galerkin methods for high-frequency scattering simulations

Page 58: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

Idea: changeof variables

III.New Galerkin methods for high-frequency scattering simulations

Page 59: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

… change of variables

III.New Galerkin methods for high-frequency scattering simulations

Page 60: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

… change of variables

control: derivatives of

III.New Galerkin methods for high-frequency scattering simulations

Page 61: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

… change of variables

control: derivatives of

… but how do we obtain an optimal change of variables?

III.New Galerkin methods for high-frequency scattering simulations

Page 62: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

… change of variables

control: derivatives of

… but how do we obtain an optimal change of variables? … mimic the algorithm

and

with affine st.

III.New Galerkin methods for high-frequency scattering simulations

Page 63: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

… change of variables

control: derivatives of

… but how do we obtain an optimal change of variables? … mimic the algorithm

and

with affine st.

III.New Galerkin methods for high-frequency scattering simulations

Page 64: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

Discrete space

DGS (2006)

DEG (2007) … second algorithmDiscrete space defined in a similar way including the deep shadow while on the transition regions polynomials are replaced by

III.New Galerkin methods for high-frequency scattering simulations

Page 65: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

New Galerkin Methods

Discrete space

DGS (2006)

DEG (2007) … first algorithmDiscrete space defined in a similar way including the deep shadow

degrees of freedom

DEG (2007) … second algorithmDiscrete space defined in a similar way including the deep shadow while on the transition regions polynomials are replaced by

III.New Galerkin methods for high-frequency scattering simulations

Page 66: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

ReferencesO. P. Bruno, C. A. Geuzaine, J. A. Monro and F. Reitich:Prescribed error tolerances within fixed computational times forscattering problems of arbitrarily high frequency: the convex case,Phil. Trans. Roy. Soc. London 362 (2004), 629-645.

New Galerkin methods for high-frequency scattering simulations

D. Huybrechs and S. Vandewalle:A sparse discretisation for integral equation formulations of highfrequency scattering problems, SIAM J. Sci. Comput., (to appear).

V. Domínguez, I. G. Graham and V. P. Smyshlyaev:A hybrid numerical-asymptotic boundary integral method for high-frequency acoustic scattering, Num. Math. 106 (2007) 471-510.

V. Domínguez, F. Ecevit and I. G. Graham:Improved Galerkin methods for integral equations arising in high-frequency acoustic scattering, (in preparation).

Page 67: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Thanks