Computational Transport Through · PDF fileComputational Transport Through Interfaces Shi Jin...

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Computational Transport Through Interfaces Shi Jin Introduction to radiative transfer equation with interface Transport- transport coupling Transport- diffusion coupling conclusions Computational Transport Through Interfaces Shi Jin Department of Mathematics, University of Wisconsin-Madison, USA joint with Xu Yang (Wisconsin–>Princeton) Xiaomei Liao (Harvard) Guangwei Yuan (Beijing) November 7, 2008

Transcript of Computational Transport Through · PDF fileComputational Transport Through Interfaces Shi Jin...

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Computational Transport ThroughInterfaces

    Shi JinDepartment of Mathematics,

    University of Wisconsin-Madison, USA

    joint withXu Yang (Wisconsin>Princeton)

    Xiaomei Liao (Harvard)Guangwei Yuan (Beijing)

    November 7, 2008

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Outline

    1 Introduction to radiative transfer equation with interface

    2 Transport-transport coupling

    3 Transport-diffusion coupling

    4 conclusions

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Background

    radiative transfer equation

    Describes the propagation of light and water wavesthrough a turbulent medium.

    Semiconductor device modeling and chemotaxismodeling.

    Propagation of energy density for linear waves in theheterogeneous media with weak random fluctuation inthe high frequency regime. Spohn, Erds-Yau, Bal-Keller-Papanicolaou-Ryzhik

    applications in nano-technology, quantum dots, solarstorage and conversion

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    The radiative transfer equation

    Consider the radiative transfer equation in three-dimension:

    t+ v k x = Q(t , x, k),

    Q =

    (x, k, k)(v |k| v |k|)((t , x, k)(t , x, k)) dk,

    x R3, k R3, k = k/|k|, v = 1/.

    where the position vector x = (x1, x2, x3) R3, wave vectork = (k1, k2, k3) R3, k is the unit vector in the direction k andv = 1/

    is the background sound speed with the density

    and the compressibility of the background media. (x, k, k)is the differential scattering cross section and is usuallysymmetric in k and k, and Q is the collision kernel.

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Simplification and rescalingMake simplifications by considering a planar (axial)symmetric medium, then

    1v

    t+

    x=

    11

    (x , , )[(t , x , )(t , x , )] d,

    where = cos , is the angle between the wave movingdirection and x-axis direction; (x , , ) only depends on xand the angle between and .

    We introduce a new set of macroscopic variables accordingto t 2t and x x ,

    2

    v

    t+

    x=

    11

    (x , , )[(t , x , )(t , x , )] d,

    The hats are dropped for convenience in the following slides.

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Simplification and rescalingMake simplifications by considering a planar (axial)symmetric medium, then

    1v

    t+

    x=

    11

    (x , , )[(t , x , )(t , x , )] d,

    where = cos , is the angle between the wave movingdirection and x-axis direction; (x , , ) only depends on xand the angle between and .We introduce a new set of macroscopic variables accordingto t 2t and x x ,

    2

    v

    t+

    x=

    11

    (x , , )[(t , x , )(t , x , )] d,

    The hats are dropped for convenience in the following slides.

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Asymptotic analysis and diffusion limit

    Larsen-Keller, Bensoussan-Lions-Papanicolaou,Bardos-Sentos-Sentis, Golse-J-Levermore

    Expanding the solution in powers of ,

    (t , x , ) = (0)(t , x , ) + (1)(t , x , ) + 2(2)(t , x , ) +

    then using the solvability condition 11

    Qd = 0, to the

    leading order, (0) is -isotropic and satisfies the diffusionequation.

    (0)(t , x) =1

    11

    (x , , )(0)(t , x , ) d

    2v

    (0)

    t

    x(D

    (0)

    x) = 0

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Asymptotic analysis and diffusion limit

    Larsen-Keller, Bensoussan-Lions-Papanicolaou,Bardos-Sentos-Sentis, Golse-J-Levermore

    Expanding the solution in powers of ,

    (t , x , ) = (0)(t , x , ) + (1)(t , x , ) + 2(2)(t , x , ) +

    then using the solvability condition 11

    Qd = 0, to the

    leading order, (0) is -isotropic and satisfies the diffusionequation.

    (0)(t , x) =1

    11

    (x , , )(0)(t , x , ) d

    2v

    (0)

    t

    x(D

    (0)

    x) = 0

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Motivation

    We are concerned with the case when the sound speedv contains discontinuities, which generates theinterfaces between different media. transport-transport coupling

    Waves crossing this interface will undergo transmissionsand reflections with the energy flux conserved. TheSnells Law holds at the interface.

    Fast computation method if the scattering cross section has different scales in two media. transport-diffusion coupling

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Motivation

    We are concerned with the case when the sound speedv contains discontinuities, which generates theinterfaces between different media. transport-transport couplingWaves crossing this interface will undergo transmissionsand reflections with the energy flux conserved. TheSnells Law holds at the interface.

    Fast computation method if the scattering cross section has different scales in two media. transport-diffusion coupling

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Motivation

    We are concerned with the case when the sound speedv contains discontinuities, which generates theinterfaces between different media. transport-transport couplingWaves crossing this interface will undergo transmissionsand reflections with the energy flux conserved. TheSnells Law holds at the interface.

    Fast computation method if the scattering cross section has different scales in two media. transport-diffusion coupling

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Geometrical illustration of diffuse transmission

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Interface operators

    Transmission operators: R12 and R21.

    Reflection operators: R11 and R22.

    Response operators: R1 and R2

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Transmission and reflection operators I

    For regular reflection and specular transmission:

    R11(a)(1) = F11(1)a(1),

    R12(a)(1) =1v22v1

    F12(2)a(2)

    R22(a)(2) = F22(2)a(2),

    R21(a)(2) =2v11v2

    F21(1)a(1).

    The incident ray (1) and the transmission ray (2) satisfiesthe Snells Law of Refraction,

    1 21v1

    =

    1 22v2

    .

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Transmission and reflection operators II

    For regular reflection and diffuse transmission:

    R11(a)(1) = F11(1)a(1),

    R12(a)(1) = 2 1

    01

    1v22v1

    F12(2)a(2) d1,

    R22(a)(2) = F22(2)a(2),

    R21(a)(2) = 2 1

    02

    2v11v2

    F21(1)a(1) d2.

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling

    Transport-diffusioncoupling

    conclusions

    Fresnel reflection-transmission coefficients

    Landau-Lifschitz

    Assume v1 > v2, then the critical angle is c2 =

    1 v22

    v21, and

    F11(1) =(2v21 1v12)2

    (2v21 + 1v12)2,F21(1) =

    421v21 21

    (1v12 + 2v21)2

    F22(2) = F11(1), F12(2) =421v22

    22

    (1v12 + 2v21)2if2 > c2

    F22(2) = 1, F12(2) = 0 if2 c2

  • ComputationalTransportThrough

    Interfaces

    Shi Jin

    Introductionto radiativetransferequationwithinterface

    Transport-transportcoupling