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Memory-Conditioned Diffusion Model for Generalized Langevin Dynamics

Yang, Minglei et al.
arXiv (All) · Papers
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mathematical-physics
Generalized Langevin equations describe non-Markovian dynamics in which the evolution of resolved variables depends on their past. We propose a memory-conditioned diffusion method for learning stochastic flow maps of these dynamics from observed trajectories, without identifying a memory kernel or r
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