Finding Reactive Configurations: A Machine Learning Approach for Estimating Energy Barriers Applied to Sirtuin 5
Author:
Affiliation:
1. Chair of Theoretical Chemistry, Department of Chemistry, University of Munich (LMU), Butenandtstr. 7, D-81377 München, Germany
Funder
Deutsche Forschungsgemeinschaft
Publisher
American Chemical Society (ACS)
Subject
Physical and Theoretical Chemistry,Computer Science Applications
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.jctc.9b00876
Reference68 articles.
1. Investigations of enzyme-catalysed reactions with combined quantum mechanics/molecular mechanics (QM/MM) methods
2. Quantum and thermal effects inH2dissociative adsorption: Evaluation of free energy barriers in multidimensional quantum systems
3. Improved tangent estimate in the nudged elastic band method for finding minimum energy paths and saddle points
4. String method for the study of rare events
5. Efficient exploration of reaction paths via a freezing string method
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