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Found 4 papers, 4 papers with code
Featurizing Koopman Mode Decomposition
This article introduces an advanced Koopman mode decomposition (KMD) technique -- coined Featurized Koopman Mode Decomposition (FKMD) -- that uses time embedding and Mahalanobis scaling to enhance analysis and prediction of high dimensional dynamical systems.
A splitting method to reduce MCMC variance
We explore whether splitting and killing methods can improve the accuracy of Markov chain Monte Carlo (MCMC) estimates of rare event probabilities, and we make three contributions.
Numerical Analysis Numerical Analysis 65C05, 65C40, 82C80
An ergodic theorem for the weighted ensemble method
We study weighted ensemble, an interacting particle method for sampling distributions of Markov chains that has been used in computational chemistry since the 1990s.
Numerical Analysis Numerical Analysis Mathematical Physics Mathematical Physics Probability 65C05, 65C35, 65C40
Optimizing weighted ensemble sampling of steady states
We propose parameter optimization techniques for weighted ensemble sampling of Markov chains in the steady-state regime.
Numerical Analysis Numerical Analysis 65C05, 65C20, 65C40, 65Y05, 82C80
