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Automated input structure generation for single-ended reaction path optimizations
Julian Geiger1, Volker Settels2, Peter Deglmann2
1Institute of Chemical Research of Catalonia (ICIQ), The Barcelona Institute of Science and Technology, Tarragona, Spain.
Automating reaction network exploration is crucial. This study introduces a robust method for generating transition-state (TS) search inputs, significantly improving automated workflow efficiency and reducing manual intervention.
Area of Science:
- Computational Chemistry
- Chemical Reaction Dynamics
- Process Automation
Background:
- Automated reaction network exploration is hindered by unreliable transition-state (TS) searches.
- Manual intervention is often required due to frequent TS search failures, increasing time and errors.
Purpose of the Study:
- To develop a robust technique for generating optimal input structures for automated TS searches.
- To enhance the reliability and efficiency of computational chemistry workflows.
Main Methods:
- Generating input structures via spatial alignment and stepwise torsional rotations of reactants.
- Ranking generated structures based on geometric criteria to ensure proper atomic alignment and minimize steric hindrance.
- Utilizing single-ended reaction path optimization algorithms for TS searches.
Main Results:
- The developed procedure provides suitable input structures for TS searches within seconds.
- Significantly improves the robustness of automated TS searches.
- Successfully tested on diverse chemical reaction examples.
Conclusions:
- The new method enhances the automation of reaction network exploration by providing reliable inputs for TS searches.
- Reduces manual effort and accelerates computational chemistry studies.
- Applicable in industrial settings for daily use.
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