Interfacing molecular dynamics with continuum dynamics in computer simulation: Toward an application to biological membranes

Citation
Gsd. Ayton et al., Interfacing molecular dynamics with continuum dynamics in computer simulation: Toward an application to biological membranes, IBM J RES, 45(3-4), 2001, pp. 417-426
Citations number
18
Categorie Soggetti
Multidisciplinary,"Computer Science & Engineering
Journal title
IBM JOURNAL OF RESEARCH AND DEVELOPMENT
ISSN journal
00188646 → ACNP
Volume
45
Issue
3-4
Year of publication
2001
Pages
417 - 426
Database
ISI
SICI code
0018-8646(200105/07)45:3-4<417:IMDWCD>2.0.ZU;2-U
Abstract
A clear challenge in the field of computer simulation of biological systems is to develop a simulation methodology that incorporates the vast temporal and spatial scales observed in living systems. At present, simulation capa bilities generally operate in either microscopic or macroscopic regimes. Mi croscopic molecular dynamics simulations can examine systems up to the orde r of 100000 atoms on time scales of the order of nanoseconds. This is still orders of magnitude below the scales required to model complete biological structures such as a living cell. Continuum-based simulations, frequently employed in mechanical engineering problems, can model complete biological assemblies but do not contain any explicit molecular information. To fully capture the intricate interplay between microscopic processes and macroscop ic events, a method of "information transfer" between these two disparate t ime and length scales is required. We present a new simulation methodology based on fundamental aspects of statistical and continuum mechanics that al lows microscopic fluctuations to propagate to macroscopic scales and vice v ersa. A feedback mechanism is developed in which microscopic-level molecula r dynamics simulations are coupled to corresponding macro-scale continuum-l evel simulations. The techniques of non-equilibrium molecular dynamics are used to create the micro-to-macro interface, where transport coefficients t hat are required input at the continuum level are calculated from detailed microscopic models. We present results for a model membrane in which the ma terial is modeled at both spatial and temporal levels. The effect of non-el astic perturbations at the molecular level on macroscopic material properti es is examined as a demonstration of the viability of the technique.