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Thermal isomerization rates in retinal analogues using Ab-Initio molecular dynamics
Simon Ghysbrecht1, Bettina G Keller1
1Department of Biology, Chemistry and Pharmacy, Freie Universität Berlin, Berlin, Germany.
Accurate chemical reaction modeling requires advanced methods beyond simple transition state theory. Enhanced sampling techniques like metadynamics show promise for complex systems, but caution is needed when using one-dimensional reaction coordinates.
Area of Science:
- Computational Chemistry
- Chemical Dynamics
- Molecular Modeling
Background:
- Eyring transition state theory is limited for complex molecules and environments.
- Molecular dynamics simulations are crucial for accurate rate theories but face timescale limitations.
- Rare event methods enhance sampling for computationally expensive chemical processes.
Purpose of the Study:
- To investigate thermal isomerization of retinal using advanced computational methods.
- To compare the accuracy of transition state theory with enhanced sampling techniques.
- To evaluate the applicability of Kramers' rate equation in complex chemical reactions.
Main Methods:
- Tight-binding density functional theory for electronic structure calculations.
- Infrequent metadynamics for enhanced molecular dynamics sampling.
- Dynamical reweighting and Kramers' rate equation for rate calculations.
Main Results:
- Rates from dynamical reweighting closely matched transition state theory predictions.
- Kramers' rate equation applied to a 1D reaction coordinate yielded rates up to three orders of magnitude higher.
- Discrepancies highlight potential issues with simplified reaction coordinate models.
Conclusions:
- Enhanced sampling methods can provide accurate reaction rates for complex systems.
- The choice of reaction coordinate and rate theory is critical for reliable results.
- Further research is needed to refine methods for modeling chemical reactions in complex environments.
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