fatih ecevit max planck institute for mathematics in the sciences

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Fatih Ecevit Max Planck Institute for Mathematics in the Sciences Akash Anand Yassine Boubendir Wolfgang Hackbusch Ronald Kriemann Fernando Reitich Asymptotics for high-frequency multiple scattering Caltech University of Minnesota Max Planck Institute for MIS Max Planck Institute for MIS University of Minnesota Collaborations

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Asymptotics for high-frequency multiple scattering. Fatih Ecevit Max Planck Institute for Mathematics in the Sciences. Collaborations. Caltech University of Minnesota Max Planck Institute for MIS Max Planck Institute for MIS University of Minnesota. Akash Anand Yassine Boubendir - PowerPoint PPT Presentation

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

Fatih EcevitMax Planck Institute for Mathematics in the Sciences

Akash AnandYassine Boubendir

Wolfgang HackbuschRonald KriemannFernando Reitich

Asymptotics for high-frequencymultiple scattering

CaltechUniversity of MinnesotaMax Planck Institute for MISMax Planck Institute for MISUniversity of Minnesota

Collaborations

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

Outline

High-frequency integral equation methods Single convex obstacle Generalization to multiple scattering configurations Interpretation of the series and rearrangement into

periodic orbit sums

II.

Numerical examples & acceleration of convergenceIV.

Asymptotic expansions of iterated currentsIII. Asymptotic expansion on arbitrary orbits Rate of convergence formulas on periodic orbits

Electromagnetic & acoustic scattering problemsI.

High-frequency scattering by a collection of convex bodies

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.

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.

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.

current

Single layer density:

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

Single Convex Obstacle: AnsatzSingle layer density:

High-frequency Integral Equation MethodsII.

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

Single Convex Obstacle: AnsatzSingle layer density:

High-frequency Integral Equation MethodsII.

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

Single Convex Obstacle: AnsatzSingle layer density:

High-frequency Integral Equation MethodsII.

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

Single Convex Obstacle: AnsatzSingle layer density:

High-frequency Integral Equation MethodsII.

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

A Convergent High-frequency Approach

LocalizedIntegration:

Highly oscillatory!

High-frequency Integral Equation MethodsII.

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

for all n

Single Convex Obstacle

A Convergent High-frequency Approach

LocalizedIntegration:

Highly oscillatory!

High-frequency Integral Equation MethodsII.

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

for all n

Single Convex Obstacle

A Convergent High-frequency Approach

LocalizedIntegration:

Highly oscillatory!

High-frequency Integral Equation MethodsII.

BoundaryLayers:

(Melrose & Taylor, 1985)

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

for all n

Single Convex Obstacle

A Convergent High-frequency Approach

LocalizedIntegration:

Highly oscillatory!

(Bruno & Reitich, 2004)

High-frequency Integral Equation MethodsII.

BoundaryLayers:

(Melrose & Taylor, 1985)

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

Single Smooth Convex Obstacle

High-frequency Integral Equation MethodsII.

Domínguez, Graham, Smyshlyaev … 2006 … (circle)

Bruno, Geuzaine, Reitich ………….. 2004 …

Bruno, Geuzaine (3D) …………….. 2006 …

Chandler-Wilde, Langdon ………… 2006 …

Langdon, Melenk …………..……… 2006 …

Single Convex Polygon (2D)

holy grail !!

Huybrechs, Vandewalle …….…… 2006 …

Domínguez, E., Graham, ………… 2007 … (circle)

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

Multiple Scattering Configurations

High-frequency Integral Equation MethodsII.

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

Multiple Scattering Configurations

High-frequency Integral Equation MethodsII.

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

Multiple Scattering Configurations

High-frequency Integral Equation MethodsII.

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

Multiple Scattering Configurations

High-frequency Integral Equation MethodsII.

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

Multiple Scattering Configurations

High-frequency Integral Equation MethodsII.

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

Multiple Scattering Configurations

High-frequency Integral Equation MethodsII.

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

Multiple Scattering Configurations

High-frequency Integral Equation MethodsII.

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:Component form:

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:Component form:

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:Component form:

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:Component form:

Multiply with theinverse of thediagonal operator

Invert the diagonal:

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:Component form:

Invert the diagonal:

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:Component form:

Invert the diagonal:

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:Component form:

Invert the diagonal:

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:

… Operator equation of the 2nd kind

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:

… Operator equation of the 2nd kind

… Neumann series

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:

… Operator equation of the 2nd kind

… Neumann series

is the superposition over all infinite pathsof the solutions of the integral equations

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:

… Operator equation of the 2nd kind

… Neumann series

twice the normal derivative (evaluated on )

of the field scattered from

is the superposition over all infinite pathsof the solutions of the integral equations

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:Reduction to the Interaction of Two-substructures:

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

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:Reduction to the Interaction of Two-substructures:

Generalized Phase Extraction: (for a collection of convex obstacles)

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

Generalized Phase Extraction: (for a collection of convex obstacles)

… given by GO

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:Reduction to the Interaction of Two-substructures:

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

Rearrangement into Sums over Periodic Orbits:can be represented as the superposition of the solution of the above

integral equations over primitive periodic orbits

Multiple Scattering FormulationIntegral Equation of the 2nd Kind:

High-frequency Integral Equation MethodsII.

Disjoint Scatterers:Reduction to the Interaction of Two-substructures:

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

A Convergent High-frequency Approach

High-frequency Integral Equation MethodsII.

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

A Convergent High-frequency Approach

High-frequency Integral Equation MethodsII.

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

A Convergent High-frequency Approach

High-frequency Integral Equation MethodsII.

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

A Convergent High-frequency Approach

High-frequency Integral Equation MethodsII.

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

Iteration 1 Iteration 2 Iteration 3

Iteration 10

A Convergent High-frequency ApproachIterated Currents:

High-frequency Integral Equation MethodsII.

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

A Convergent High-frequency Approach

1st reflections 2nd reflections 3rd reflections

Iterated Phase Functions:

High-frequency Integral Equation MethodsII.

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

A Convergent High-frequency Approach

Noreflections

3rdreflections

1streflections

2ndreflections

Iterated Phases on Patches

High-frequency Integral Equation MethodsII.

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

A Convergent High-frequency ApproachShadow Boundaries:

High-frequency Integral Equation MethodsII.

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

Asymptotic Expansions in 2DOn Illuminated Regions: (E., Reitich, 2006)

and are defined recursively as

Here

and for

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Asymptotic Expansions in 3DOn Illuminated Regions: (Anand, Boubendir, E., Reitich, 2006)

are defined recursively asHere

and for

where

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Asymptotic Expansions in 3DOn Illuminated Regions: (Anand, Boubendir, E., Reitich, 2006)

are defined recursively asHere

and for

where

Asymptotic Expansions of Multiple Scattering IterationsIII.

Asymptotic expansions ofthe surface current for thevector electromagnetic case(E., Hackbusch, Kriemann, 2006)

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

Asymptotic Expansions in 2D

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Asymptotic Expansions in 2D

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Asymptotic Expansions in 2D

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Asymptotic Expansions in 2D

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Asymptotic Expansions in 2D

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Asymptotic Expansions in 2D

Intuition … Fermat’s principle

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Asymptotic Expansions in 2D

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Asymptotic Expansions in 2D

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Asymptotic Expansions in 2D

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Rate of Convergence on Periodic Orbits Periodic Phase on:

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Rate of Convergence on Periodic Orbits Periodic Phase on:

Periodic Phase Minimizer:

with

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Rate of Convergence on Periodic Orbits Periodic Phase on:

Periodic Phase Differences:

Periodic Phase Minimizer:

with

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Rate of Convergence on Periodic Orbits Periodic Phase on:

Periodic Phase Differences:

Periodic Ratios:

Periodic Phase Minimizer:

with

Asymptotic Expansions of Multiple Scattering IterationsIII.

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

Rate of Convergence on Periodic Orbits Periodic Phase on:

Periodic Phase Differences:

Periodic Ratios:

Periodic Phase Minimizer:

with

Asymptotic Expansions of Multiple Scattering IterationsIII.

Page 68: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Periodic Phase on:

Periodic Phase Differences:

Periodic Ratios:

Periodic Ratios:

Periodic Phase Minimizer:

with

Asymptotic Expansions of Multiple Scattering IterationsIII.

Page 69: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Rate of Convergence:

Solutions of explicit quadratic equations

Asymptotic Expansions of Multiple Scattering IterationsIII.

Page 70: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Rate of Convergence:

Solutions of explicit quadratic equations

Asymptotic Expansions of Multiple Scattering IterationsIII.

2-Dimensions:

curvatures

Page 71: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Rate of Convergence:

Solutions of explicit quadratic equations

Asymptotic Expansions of Multiple Scattering IterationsIII.

2-Dimensions:

curvatures 3-Dimensions:

principal curvatures matrix

rotation

Page 72: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Rate of Convergence:

Asymptotic Expansions of Multiple Scattering IterationsIII.

Page 73: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Rate of Convergence:

Concerning Approximate Currents:

Asymptotic Expansions of Multiple Scattering IterationsIII.

Page 74: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Rate of Convergence:

Concerning Approximate Currents:

Concerning Exact Currents:

Asymptotic Expansions of Multiple Scattering IterationsIII.

Page 75: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Rate of Convergence:

Concerning Approximate Currents:

Concerning Exact Currents:

Asymptotic Expansions of Multiple Scattering IterationsIII.

Page 76: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Behavior of Illuminated Regions:

Asymptotic Expansions of Multiple Scattering IterationsIII.

Page 77: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Behavior of Illuminated Regions:

Asymptotic Expansions of Multiple Scattering IterationsIII.

Extension of Rate of Convergence over the Entire Boundaries:

Page 78: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Behavior of Illuminated Regions:

Asymptotic Expansions of Multiple Scattering IterationsIII.

Extension of Rate of Convergence over the Entire Boundaries:

Page 79: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits Behavior of Illuminated Regions:

Asymptotic Expansions of Multiple Scattering IterationsIII.

Extension of Rate of Convergence over the Entire Boundaries:

Page 80: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits In Summary:

depend only on the geometry and the direction of incidence.The constants involved in the order terms, and

Asymptotic Expansions of Multiple Scattering IterationsIII.

Page 81: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits In Summary:

depend only on the geometry and the direction of incidence.The constants involved in the order terms, and

Numerically for a fixed periodic orbit:

Asymptotic Expansions of Multiple Scattering IterationsIII.

Page 82: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Rate of Convergence on Periodic Orbits In Summary:

depend only on the geometry and the direction of incidence.The constants involved in the order terms, and

Numerically for a fixed periodic orbit:

Asymptotic Expansions of Multiple Scattering IterationsIII.

Displayed in Numerical Examples:

Page 83: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

IV. Numerical Examples & Acceleration of Convergence

2 Periodic Example:

PlanewaveIllumination

Numerical Examples in 2D

Page 84: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

2 Periodic Example:

PlanewaveIllumination

Numerical Examples in 2DIV. Numerical Examples & Acceleration of Convergence

Page 85: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

2 Periodic Example:

PlanewaveIllumination

Numerical Examples in 2DIV. Numerical Examples & Acceleration of Convergence

Page 86: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

2 Periodic Example:

Point SourceIllumination

Numerical Examples in 2DIV. Numerical Examples & Acceleration of Convergence

Page 87: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

3 Periodic Example:

PlanewaveIllumination

Numerical Examples in 2DIV. Numerical Examples & Acceleration of Convergence

Page 88: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

3 Periodic Example:

Point SourceIllumination

Numerical Examples in 2DIV. Numerical Examples & Acceleration of Convergence

Page 89: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Acceleration of ConvergenceIV. Numerical Examples & Acceleration of Convergence

Page 90: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Acceleration of ConvergenceIV. Numerical Examples & Acceleration of Convergence

via Rate of Convergence

Page 91: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Acceleration of ConvergenceIV. Numerical Examples & Acceleration of Convergence

via Rate of Convergence

Page 92: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Acceleration of ConvergenceIV. Numerical Examples & Acceleration of Convergence

via Rate of Convergence

Page 93: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Acceleration of ConvergenceIV. Numerical Examples & Acceleration of Convergence

via Rate of Convergence

E., Reitich, 2006

Page 94: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

via a new Krylov subspace approach

Acceleration of ConvergenceIV. Numerical Examples & Acceleration of Convergence

Boubendir, E., Reitich, 2007

Page 95: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

2 Periodic Example:

0.07240.07400.07850.0718

Iteration 1 Iteration 2 Iteration 3

Iteration 10

Numerical Examples in 3DIV. Numerical Examples & Acceleration of Convergence

Page 96: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Numerical Examples in 3DIV. Numerical Examples & Acceleration of Convergence

Page 97: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Numerical Examples in 3DIV. Numerical Examples & Acceleration of Convergence

Page 98: Fatih Ecevit Max Planck Institute for Mathematics in the Sciences

Thanks