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Numerical studies of transport in complex many-particle systems far from equilibrium
Kauttonen, Janne (University of Jyväskylä, 2012)In this Thesis, transport in complex nonequilibrium many-particle systems is studied using numerical master equation approach and Monte Carlo simulations. We focus on the transport of the center-of-mass of deformable ... -
Many-particle theory for time-dependent quantum transport in nanostructures
Myöhänen, Petri (University of Jyväskylä, 2012)During the recent decades, molecular electronics has established its place as one of the promising fields in the nanoscience. The possibility to manufacture and control molecular junctions where single molecules are ... -
Modeling of intracellular transport in realistic cell geometries
Aho, Vesa (University of Jyväskylä, 2018)The transport of molecules inside cells is a complex process, the characterization of which is important to gain full understanding of cellular processes. Understanding of intracellular transport is also important for ... -
Coupled conditional backward sampling particle filter
Lee, Anthony; Singh, Sumeetpal S.; Vihola, Matti (Institute of Mathematical Statistics, 2020)The conditional particle filter (CPF) is a promising algorithm for general hidden Markov model smoothing. Empirical evidence suggests that the variant of CPF with backward sampling (CBPF) performs well even with long time ... -
On resampling schemes for particle filters with weakly informative observations
Chopin, Nicolas; Singh, Sumeetpal S.; Soto, Tomás; Vihola, Matti (Institute of Mathematical Statistics, 2022)We consider particle filters with weakly informative observations (or ‘potentials’) relative to the latent state dynamics. The particular focus of this work is on particle filters to approximate time-discretisations of ...