Hayaru Shouno

Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization

Dynamic mode decomposition (DMD) and its extensions are data-driven methods that have substantially contributed to our understanding of dynamical systems. However, because DMD and most of its extensions are deterministic, it is difficult to treat probabilistic representations of parameters and predi…