Numerical solution of the Boltzmann equation with S-model collision integral using tensor decompositions

12/10/2019
by   A. V. Chikitkin, et al.
0

Paper presents a new solver for numerical solution of the Boltzmann kinetic equation with Shakhov model collision integral (S-model) for arbitrary spatial domains. Numerical method utilizes Tensor-Train decomposition, which allows to reduce required computer memory for up to 30 times even on a moderate velocity mesh. This improvement is achieved by representing values of distribution function on the structured velocity mesh as a 3D tensor in Tensor-Train format. The resulting numerical method makes it possible to solve complex 3D problems on modern desktop computers. Our implementation may serve as a prototype code for researchers concerned with numerical solution of the kinetic equations in 3D domains by the discrete velocity method.

READ FULL TEXT

page 25

page 27

research
02/18/2023

Solving Boltzmann equation with neural sparse representation

We consider the neural sparse representation to solve Boltzmann equation...
research
04/05/2017

Vico-Greengard-Ferrando quadratures in the tensor solver for integral equations

Convolution with Green's function of a differential operator appears in ...
research
09/06/2023

Tensor Networks for Solving Realistic Time-independent Boltzmann Neutron Transport Equation

Tensor network techniques, known for their low-rank approximation abilit...
research
02/16/2021

Solution of the Fokker-Planck equation by cross approximation method in the tensor train format

We propose the novel numerical scheme for solution of the multidimension...
research
02/27/2021

Reduced basis method for the nonlinear Poisson-Boltzmann equation regularized by the range-separated canonical tensor format

The Poisson-Boltzmann equation (PBE) is a fundamental implicit solvent c...
research
02/17/2021

Numerical Solver for the Boltzmann Equation With Self-Adaptive Collision Operators

We solve the Boltzmann equation whose collision term is modeled by the h...
research
02/27/2017

Landau Collision Integral Solver with Adaptive Mesh Refinement on Emerging Architectures

The Landau collision integral is an accurate model for the small-angle d...

Please sign up or login with your details

Forgot password? Click here to reset