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.
翻译:在本文中,我们考虑了有效解决等离子物理中同质Landau等式的随机批量粒子方法。这些方法是Carrillo等人提出的使用随机批量战略的粒子方法[J.Compuut.Phys.:X 7:100066,2020] 的随机变异。碰撞只在小批量中发生,但随机选择的批量中进行,以便计算成本降低到每步1美元。与此同时,我们的方法可以保护质量、动力、能量和酶的衰变。为了验证我们的方法,我们进行了几个数字例子。