analytical and numerical issues for non-conservative non-linear boltzmann transport equation

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Analytical and numerical issues Analytical and numerical issues for non-conservative for non-conservative non-linear Boltzmann transport equation non-linear Boltzmann transport equation Irene M. Gamba Department of Mathematics and ICES The University of Texas at Austin In collaboration with: Alexandre Bobylev , Karlstad Karlstad University, Sweden University, Sweden, and Carlo Cercignani, Politecnico di Milano, Politecnico di Milano, Italy Italy, on selfsimilar asymptotics and decay rates to generalized models for multiplicative stochastic interactions. Sri Harsha Tharkabhushanam , ICES- UT Austin, ICES- UT Austin, on Deterministic-Spectral solvers for non-conservative, non-linear

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Analytical and numerical issues for non-conservative non-linear Boltzmann transport equation Irene M. Gamba Department of Mathematics and ICES The University of Texas at Austin In collaboration with: Alexandre Bobylev , Karlstad University, Sweden , and - PowerPoint PPT Presentation

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Page 1: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

Analytical and numerical issues Analytical and numerical issues for non-conservativefor non-conservative

non-linear Boltzmann transport equationnon-linear Boltzmann transport equation

Irene M. Gamba

Department of Mathematics and ICES

The University of Texas at Austin

In collaboration with: Alexandre Bobylev , Karlstad University, SwedenKarlstad University, Sweden, and

Carlo Cercignani, Politecnico di Milano, ItalyPolitecnico di Milano, Italy, on selfsimilar asymptotics and decay rates to generalized models for multiplicative stochastic interactions.

Sri Harsha Tharkabhushanam , ICES- UT Austin, ICES- UT Austin, on Deterministic-Spectral solvers for non-conservative, non-linear Boltzmann transport equation

MAMOS workshop – UT Austin – October 07

Page 2: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 3: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

Goals: • Understanding of analytical properties: large energy tails Understanding of analytical properties: large energy tails •long time asymptotics and characterization of asymptotics stateslong time asymptotics and characterization of asymptotics states

•A unified approach for Maxwell type interactions.A unified approach for Maxwell type interactions.

•Development of deterministic schemes: spectral-Lagrangian methodsDevelopment of deterministic schemes: spectral-Lagrangian methods

• Rarefied ideal gases-elastic: conservativeconservative Boltzmann Transport eq.Boltzmann Transport eq.

• Energy dissipative phenomena: Gas of elastic or inelastic interacting systems in the presence of a thermostat with a fixed background temperature өb or Rapid granular flow dynamics: (inelastic hard sphere interactions): homogeneous cooling states, randomly heated states, shear flows, shockwaves past wedges, etc.

•(Soft) condensed matter at nano scale: Bose-Einstein condensates models and charge transport in solids: current/voltage transport modeling semiconductor.

•Emerging applications from stochastic dynamics for multi-linear Maxwell type interactions : Multiplicatively Interactive Stochastic Processes: Pareto tails for wealth distribution, non-conservative dynamics: opinion dynamic models, particle swarms in population dynamics, etc (Fujihara, Ohtsuki, Yamamoto’ 06,Toscani, Pareschi, Caceres 05-06…).

Page 4: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

A general form for Boltzmann equation for binary interactionsA general form for Boltzmann equation for binary interactionswith external ‘heating’ sourceswith external ‘heating’ sources

Page 5: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 6: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

For a Maxwell type model: a linear equation for the kinetic energy

Page 7: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

The Boltzmann Theorem:The Boltzmann Theorem: there are only N+2 collision invariants

Time irreversibility is expressed in this inequality stability

In addition:

Page 8: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 9: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
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Page 11: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

( )

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asymptotics

Page 13: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

An important application:An important application:

The homogeneous BTE in Fourier space

Page 14: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
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Page 16: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

Boltzmann Spectrum

Page 17: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 18: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 19: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

A benchmark case: A benchmark case:

Page 20: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 21: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 22: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

Deterministic numerical method: Spectral Lagrangian solversDeterministic numerical method: Spectral Lagrangian solvers

Page 23: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 24: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 25: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 26: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 27: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 28: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 29: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
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Page 31: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

Numerical simulationsNumerical simulations

Page 32: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
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Page 35: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

Comparisons of energy conservation vs dissipationComparisons of energy conservation vs dissipation

For a same initial state, we test the energy Conservative scheme and the scheme for the energy dissipative Maxwell-Boltzmann Eq.

Page 36: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 37: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
Page 38: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation

Numerical simulationsNumerical simulations

Page 39: Analytical and numerical issues  for non-conservative  non-linear Boltzmann transport equation
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Moments calculations:Moments calculations:

Thank you Thank you

very much very much

for your attention !!for your attention !!