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Information Thermodynamics of the Transition-Path Ensemble
Miranda D Louwerse1, David A Sivak2
1Department of Chemistry, Simon Fraser University, Burnaby, British Columbia V5A1S6, Canada.
Physical Review Letters
|May 16, 2022
Summary
We found an information-theoretic basis for the committor, a key concept in chemical reaction theory. This reveals that entropy production during path selection equals the dynamical information about reactivity.
Area of Science:
- Chemical Physics
- Physical Chemistry
- Reaction Dynamics
Background:
- The reaction coordinate is crucial for understanding chemical transitions.
- Transition-path theory defines the committor as a quantitative reaction coordinate.
- The committor quantifies the probability of reaching the product before the reactant.
Purpose of the Study:
- To establish an information-theoretic foundation for the committor function.
- To demonstrate the relationship between entropy production and information generation in reactive trajectories.
- To identify optimal reaction coordinates based on information theory.
Main Methods:
- Developing an information-theoretic framework for the committor.
- Analyzing entropy production in transition path sampling.
- Calculating dynamical information generated by system trajectories.
Main Results:
- An information-theoretic origin for the committor was established.
- Entropy production during transition path selection was shown to equal the dynamical information about reactivity.
- This equality holds for arbitrary coordinates, with the committor being optimal.
Conclusions:
- The committor provides an information-theoretic measure of reaction coordinate relevance.
- Entropy production and information generation are fundamentally linked in reactive systems.
- This framework offers new insights into quantifying chemical reactivity and reaction pathways.
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