Fast multipole methods (FMMs) offer efficient computation of long-range interactions by approximating inter-particle forces through a hierarchical tree structure. By recursively sub-dividing the system into smaller clusters and computing interactions between higher-level clusters, FMMs significantly reduce the computational cost while maintaining accuracy. This enables efficient simulations of large systems with millions of particles, making it vital for large-scale molecular dynamics and other computational applications.
