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Random batch particle methods for the homogeneous Landau equation

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arxiv 2110.06430 v1 pith:IU6GLDXZ submitted 2021-10-13 math.NA cs.NAmath.AP

classification math.NAcs.NAmath.AP
keywords methodsbatchparticlerandomequationhomogeneouslandaubatches
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abstract

We consider in this paper random batch particle methods for efficiently solving the homogeneous Landau equation in plasma physics. The methods are stochastic variations of the particle methods proposed by Carrillo et al. [J. Comput. Phys.: X 7: 100066, 2020] using the random batch strategy. The collisions only take place inside the small but randomly selected batches so that the computational cost is reduced to $O(N)$ per time step. Meanwhile, our methods can preserve the conservation of mass, momentum, energy and the decay of entropy. Several numerical examples are performed to validate our methods.

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  1. Propagation of chaos and approximation error of random batch particle system in the mean field regime

    math.NA 2025-05 conditional novelty 7.0 of 10

    For the random batch particle system, the k-particle relative entropy to the mean-field limit is bounded by C t e^{C t} (k^2/N^2 + k tau^2).

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