Machine learning exciton dynamics
Author:
Affiliation:
1. Department of Chemistry and Chemical Biology
2. Harvard University
3. Cambridge
4. USA
5. Physik-Department T38
Abstract
Machine learning ground state QM/MM for accelerated computation of exciton dynamics.
Funder
U.S. Department of Energy
Publisher
Royal Society of Chemistry (RSC)
Subject
General Chemistry
Link
http://pubs.rsc.org/en/content/articlepdf/2016/SC/C5SC04786B
Reference67 articles.
1. How Proteins Trigger Excitation Energy Transfer in the FMO Complex of Green Sulfur Bacteria
2. Theoretical examination of quantum coherence in a photosynthetic system at physiological temperature
3. High-Performance Solution of Hierarchical Equations of Motion for Studying Energy Transfer in Light-Harvesting Complexes
4. Quantum entanglement in photosynthetic light-harvesting complexes
5. Efficient Energy Transfer in Light-Harvesting Systems, III: The Influence of the Eighth Bacteriochlorophyll on the Dynamics and Efficiency in FMO
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