Varying the Resolution of the Rouse Model on Temporal and Spatial Scales: Application to Multiscale Modeling of DNA Dynamics
Author(s) -
Edmund T. Rolls,
Yuichi Togashi,
Radek Erban
Publication year - 2017
Publication title -
multiscale modeling and simulation
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.037
H-Index - 70
eISSN - 1540-3467
pISSN - 1540-3459
DOI - 10.1137/16m108700x
Subject(s) - protein filament , temporal resolution , generalization , position (finance) , variable (mathematics) , image resolution , diffusion , biological system , statistical physics , multiscale modeling , resolution (logic) , chain (unit) , spring (device) , computer science , algorithm , physics , mathematics , materials science , artificial intelligence , optics , chemistry , mathematical analysis , computational chemistry , finance , astronomy , biology , economics , composite material , thermodynamics
A multi-resolution bead-spring model for polymer dynamics is developed as a generalization of the Rouse model. A polymer chain is described using beads of variable sizes connected by springs with variable spring constants. A numerical scheme which can use different timesteps to advance the positions of different beads is presented and analyzed. The position of a particular bead is only updated at integer multiples of the timesteps associated with its connecting springs. This approach extends the Rouse model to a multiscale model on both spatial and temporal scales, allowing simulations of localized regions of a polymer chain with high spatial and temporal resolution, while using a coarser modelling approach to describe the rest of the polymer chain. A method for changing the model resolution on-the-fly is developed using the Metropolis-Hastings algorithm. It is shown that this approach maintains key statistics of the end-to-end distance and diffusion of the polymer filament and makes computational savings when applied to a model for the binding of a protein to the DNA filament
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