28 July 2024 to 3 August 2024
Europe/London timezone

Generalized HMC using Nambu mechanics

2 Aug 2024, 14:15
20m
Talk Algorithms and Artificial Intelligence Algorithms and artificial intelligence

Speaker

Erik Lundstrum (Columbia University)

Description

I describe a generalization of the Hybrid Monte Carlo (HMC) algorithm with molecular dynamics (MD) steps which use Nambu’s generalized Hamiltonian dynamics. Characterized by multiple Hamiltonian functions, this formalism allows me to include forces from non-local objects in the MD evolution while still preserving the target probability distribution. In this way, the local changes proposed by the MD have instantaneous knowledge of the long-distance behavior of the gauge field. This represents a promising method for fighting critical slowing down in lattice QCD simulations. Results will be presented for a few choices of the second non-local auxiliary Hamiltonian.

Primary author

Erik Lundstrum (Columbia University)

Presentation materials