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Implicit Time Integration for Multiscale Molecular Dynamics Using Transcendental Padé Approximants.
Andrew Abi Mansour1, Peter J Ortoleva1
1Department of Chemistry and Center for Theoretical and Computational Nanoscience, Indiana University , Bloomington, Indiana 47405, United States.
This study introduces an implicit time integration scheme for multiscale molecular dynamics, enhancing simulations of large systems. The method accelerates computations without losing atomic precision, improving the study of protein dynamics.
Area of Science:
- Computational chemistry
- Biophysics
- Molecular modeling
Background:
- Molecular dynamics simulations face time step limitations due to diverse time scales.
- Multiscale factorization aims to overcome these limitations by coevolving coarse-grained and atom-resolved states.
- Developing stable time-marching schemes for multiscale dynamics is challenging due to the microstate-dependent nature of coarse-grained equations.
Purpose of the Study:
- To develop an accurate and stable implicit time integration scheme for multiscale molecular dynamics.
- To enable long-timescale simulations of large molecular systems with high fidelity.
- To address the challenge of closed-form equations for coarse-grained dynamics.
Main Methods:
- Utilized Padé approximants to capture stochastic and deterministic features of coarse-grained dynamics.
- Developed an implicit time integration scheme for coevolving coarse-grained and atom-resolved states.
- Applied Trotter factorization for multiscale factorization in molecular dynamics.
Main Results:
- The proposed scheme successfully simulates protein conformational changes and migration under external forces.
- Demonstrated acceleration of multiscale molecular dynamics simulations.
- Achieved high accuracy without loss of atomic precision.
Conclusions:
- The developed implicit time integration scheme effectively enhances multiscale molecular dynamics simulations.
- The method accelerates simulations of large systems over long durations without compromising accuracy.
- This approach avoids the need to conjecture the form of coarse-grained governing equations.
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