Luis E Herrera Rodriguez
Overview
Explore the profile of Luis E Herrera Rodriguez including associated specialties, affiliations and a list of published articles.
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3
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4
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Recent Articles
1.
Rodriguez L, Kananenka A
Phys Rev E
. 2025 Feb;
111(1-1):014143.
PMID: 39972793
In this article, we perform a systematic study of the global entanglement and exciton coherence length dynamics in natural light-harvesting system Fenna-Matthews-Olson (FMO) complex across various parameters of a dissipative...
2.
Rodriguez L, Kananenka A
J Chem Phys
. 2024 Nov;
161(17).
PMID: 39484891
In this Communication, we demonstrate that a deep artificial neural network based on a transformer architecture with self-attention layers can predict the long-time population dynamics of a quantum system coupled...
3.
Rodriguez L, Sindhu A, Rueda Espinosa K, Kananenka A
J Chem Theory Comput
. 2024 Aug;
20(17):7393-7403.
PMID: 39190922
Strong light-matter interaction leads to the formation of hybrid polariton states and can alter the light-harvesting properties of natural photosynthetic systems without modifying their chemical structure. In the present study,...
4.
Rodriguez L, Kananenka A
J Phys Chem Lett
. 2021 Mar;
12(9):2476-2483.
PMID: 33666085
Exact numerical simulations of dynamics of open quantum systems often require immense computational resources. We demonstrate that a deep artificial neural network composed of convolutional layers is a powerful tool...