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Optimization of parameters in coherent spin dynamics of radical pairs in quantum biology
by
Max Goldfarb
, Pablo Jimenez
, Ugur G. Abdulla
, Carlos F. Martino
in
Algorithms
/ Analysis
/ Biology
/ Biology and Life Sciences
/ Electromagnetic Fields
/ Electromagnetism
/ Evaluation
/ Hamiltonian functions
/ Hilbert space
/ Magnetic Fields
/ Mathematical optimization
/ Medicine
/ Methods
/ Optimization
/ Ordinary differential equations
/ Parameter estimation
/ Parameter identification
/ Physical Sciences
/ Q
/ Quantum theory
/ R
/ Regularization
/ Research and Analysis Methods
/ Research Article
/ Room temperature
/ Science
/ Sensitivity analysis
/ Spin dynamics
/ Structure-function relationships
2023
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Optimization of parameters in coherent spin dynamics of radical pairs in quantum biology
by
Max Goldfarb
, Pablo Jimenez
, Ugur G. Abdulla
, Carlos F. Martino
in
Algorithms
/ Analysis
/ Biology
/ Biology and Life Sciences
/ Electromagnetic Fields
/ Electromagnetism
/ Evaluation
/ Hamiltonian functions
/ Hilbert space
/ Magnetic Fields
/ Mathematical optimization
/ Medicine
/ Methods
/ Optimization
/ Ordinary differential equations
/ Parameter estimation
/ Parameter identification
/ Physical Sciences
/ Q
/ Quantum theory
/ R
/ Regularization
/ Research and Analysis Methods
/ Research Article
/ Room temperature
/ Science
/ Sensitivity analysis
/ Spin dynamics
/ Structure-function relationships
2023
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Do you wish to request the book?
Optimization of parameters in coherent spin dynamics of radical pairs in quantum biology
by
Max Goldfarb
, Pablo Jimenez
, Ugur G. Abdulla
, Carlos F. Martino
in
Algorithms
/ Analysis
/ Biology
/ Biology and Life Sciences
/ Electromagnetic Fields
/ Electromagnetism
/ Evaluation
/ Hamiltonian functions
/ Hilbert space
/ Magnetic Fields
/ Mathematical optimization
/ Medicine
/ Methods
/ Optimization
/ Ordinary differential equations
/ Parameter estimation
/ Parameter identification
/ Physical Sciences
/ Q
/ Quantum theory
/ R
/ Regularization
/ Research and Analysis Methods
/ Research Article
/ Room temperature
/ Science
/ Sensitivity analysis
/ Spin dynamics
/ Structure-function relationships
2023
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Optimization of parameters in coherent spin dynamics of radical pairs in quantum biology
Journal Article
Optimization of parameters in coherent spin dynamics of radical pairs in quantum biology
2023
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Overview
Identification of the external electromagnetic fields and internal hyperfine parameters which optimize the quantum singlet-triplet yield of simplified radical pairs modeled by Schrödinger system with spin Hamiltonians given by the sum of Zeeman interaction and hyperfine coupling interaction terms are analyzed. A method that combines sensitivity analysis with Tikhonov regularization is implemented. Numerical results demonstrate that the quantum singlet-triplet yield of the radical pair system can be significantly reduced if optimization is pursued simultaneously for both external magnetic fields and internal hyperfine parameters. The results may contribute towards understanding the structure-function relationship of a putative magnetoreceptor to manipulate and enhance quantum coherences at room temperature and leveraging biofidelic function to inspire novel quantum devices.
Publisher
Public Library of Science (PLoS),Public Library of Science
Subject
/ Analysis
/ Biology
/ Medicine
/ Methods
/ Ordinary differential equations
/ Q
/ R
/ Research and Analysis Methods
/ Science
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