On the Random Batch Method for Second Order Interacting Particle Systems

We investigate several important issues regarding the random batch method (RBM) for second order interacting particle systems. first show uniform-in-time strong convergence of RBM systems under suitable contraction conditions when interaction kernels are regular. Second, we propose some variants that can have singular via a kernel splitting strategy, and numerically application such methods to molecular dynamics.