Solving the low dimensional Smoluchowski equation with a singular value basis set
β Scribed by Gregory Scott; Martin Gruebele
- Book ID
- 102879104
- Publisher
- John Wiley and Sons
- Year
- 2010
- Tongue
- English
- Weight
- 683 KB
- Volume
- 31
- Category
- Article
- ISSN
- 0192-8651
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β¦ Synopsis
Abstract
Reaction kinetics on free energy surfaces with small activation barriers can be computed directly with the Smoluchowski equation. The procedure is computationally expensive even in a few dimensions. We present a propagation method that considerably reduces computational time for a particular class of problems: when the free energy surface suddenly switches by a small amount, and the probability distribution relaxes to a new equilibrium value. This case describes relaxation experiments. To achieve efficient solution, we expand the density matrix in a basis set obtained by singular value decomposition of equilibrium density matrices. Grid size during propagation is reduced from (100β1000)^N^ to (2β4)^N^ in N dimensions. Although the scaling with N is not improved, the smaller basis set nonetheless yields a significant speed up for lowβdimensional calculations. To demonstrate the practicality of our method, we couple Smoluchowsi dynamics with a genetic algorithm to search for free energy surfaces compatible with the multiprobe thermodynamics and temperature jump experiment reported for the protein Ξ±~3~D. Β© 2010 Wiley Periodicals, Inc. J Comput Chem, 2010
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