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Fractional Extended Diffusion Theory to capture anomalous relaxation from biased/accelerated molecular simulations
1CNR - Istituto di Scienze e Tecnologie Chimiche "Giulio Natta" (SCITEC), via A. Corti 12, I-20133 Milano, Italy.
This study introduces a generalized theory to recover molecular dynamics from biased simulations. The fractional Extended Diffusion Theory (FEDT) accurately captures anomalous diffusion, improving the analysis of molecular behaviors.
Area of Science:
- Computational Chemistry
- Molecular Dynamics
- Statistical Mechanics
Background:
- Biased and accelerated molecular simulations (BAMS) enable studying long timescales but don't directly yield physical time scales.
- Recovering dynamics from BAMS is crucial for understanding natural and synthetic molecular systems.
- Previous work coupled BAMS with Extended Diffusion Theory (EDT) for orientational dynamics, assuming Brownian diffusion.
Purpose of the Study:
- To generalize Extended Diffusion Theory (EDT) to account for non-exponential relaxation and anomalous diffusion observed in molecular systems.
- To develop a computational method for recovering dynamics from BAMS in regimes beyond simple Brownian motion.
- To validate the Fractional Extended Diffusion Theory (FEDT) for analyzing molecular dynamics.
Main Methods:
- Developed a generalized theory based on a fractional Smoluchowski equation (FEDT).
- Adapted existing EDT calculation methods to implement the FEDT.
- Applied the FEDT to analyze the relaxation of intramolecular distances and molecular radius of gyration.
Main Results:
- The fractional Extended Diffusion Theory (FEDT) successfully captures non-exponential relaxation dynamics.
- FEDT accurately describes molecular behaviors exhibiting persistent long-time correlations and subdiffusive regimes.
- The developed algorithm demonstrates FEDT's practical value in recovering dynamics from BAMS.
Conclusions:
- FEDT provides a robust framework for recovering molecular dynamics from BAMS, extending beyond Brownian diffusion.
- The method is applicable to general situations, including both regular and anomalous diffusion regimes.
- This generalization enhances the utility of BAMS coupled with diffusion theories for molecular simulations.
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