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Transiting the molecular potential energy surface along low energy pathways: the TRREAT algorithm
Carlos Campañá1, Ronald E Miller
1Department of Mechanical and Aerospace Engineering, Carleton University, Ottawa, K1S 5B6, Canada.
The new Transition Rapidly exploring Random Eigenvector Assisted Tree (TRREAT) algorithm finds molecular pathways by analyzing potential energy surface curvature. This method aids in identifying conformational changes and improving reaction mechanism generation for kinetic models.
Area of Science:
- Computational chemistry
- Molecular modeling
- Chemical kinetics
Background:
- Characterizing molecular pathways is crucial for understanding chemical reactions and conformational changes.
- Existing methods may require predefined collective variables or struggle with high-dimensional spaces.
- Accurate identification of transition states is essential for building reliable kinetic models.
Purpose of the Study:
- Introduce the Transition Rapidly exploring Random Eigenvector Assisted Tree (TRREAT) algorithm.
- Apply TRREAT to identify conformational changes in molecular systems without predefined collective variables.
- Demonstrate TRREAT's utility in improving pathway identification for transition state calculations and reaction mechanism generation.
Main Methods:
- TRREAT combines local potential energy surface (PES) curvature with an iterative Rapidly exploring Random Tree (RRT) algorithm.
- The method utilizes Cartesian coordinates for pathway searches, avoiding a priori definition of collective variables.
- Pathway identification was analyzed for alanine dipeptide, cyclohexane, and glycine using various force fields.
Main Results:
- TRREAT successfully identified low-curvature pathways on the PES for molecular systems.
- The identified pathways serve as effective input for double-ended methods like the Nudged Elastic Band (NEB) to determine transition state energies.
- The algorithm demonstrated its capability in handling both nonreactive and reactive force fields.
Conclusions:
- TRREAT offers an efficient approach for exploring pathways on PES, particularly for conformational changes.
- The method enhances the accuracy and scope of transition state energy calculations.
- TRREAT can significantly improve reaction databases used in automated chemical reaction mechanism generators for kinetic modeling.
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