110 results on '"Alessio Serafini"'
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2. Optimal estimation of time-dependent gravitational fields with quantum optomechanical systems
- Author
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Sofia Qvarfort, A. Douglas K. Plato, David Edward Bruschi, Fabienne Schneiter, Daniel Braun, Alessio Serafini, and Dennis Rätzel
- Subjects
Physics ,QC1-999 - Abstract
We study the fundamental sensitivity that can be achieved with an ideal optomechanical system in the nonlinear regime for measurements of time-dependent gravitational fields. Using recently developed methods to solve the dynamics of a nonlinear optomechanical system with a time-dependent Hamiltonian, we compute the quantum Fisher information for linear displacements of the mechanical element due to gravity. We demonstrate that the sensitivity cannot only be further enhanced by injecting squeezed states of the cavity field, but also by modulating the light–matter coupling of the optomechanical system. We specifically apply our results to the measurement of gravitational fields from small oscillating masses, where we show that, in principle, the gravitational field of an oscillating nanogram mass can be detected based on experimental parameters that will likely be accessible in the near-term future. Finally, we identify the experimental parameter regime necessary for gravitational wave detection with a quantum optomechanical sensor.
- Published
- 2021
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3. Ultimate squeezing through coherent quantum feedback
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Alfred Harwood and Alessio Serafini
- Subjects
Physics ,QC1-999 - Abstract
Coherent feedback is the use of feedback loops not involving any measurements for the purpose of quantum control. This can be contrasted to measurement-based feedback where the feedback signal is directed by the result of measurements upon the system. Here, we develop a general framework to describe interferometric coherent feedback loops and prove that, under any such scheme, the steady-state squeezing of a bosonic mode subject to a rotating wave coupling with a white-noise environment and to any quadratic Hamiltonian must abide by a noise-dependent bound that reduces to the 3-dB limit at zero temperature. Such a finding is compared, at fixed dynamical parameters, with the performance of homodyne continuous monitoring of the output modes, which allows one to beat coherent feedback and the 3-dB limit under certain dynamical conditions.
- Published
- 2020
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4. Multiple Exciton Generation in Nanostructures for Advanced Photovoltaic Cells
- Author
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Nicholas Siemons and Alessio Serafini
- Subjects
Technology (General) ,T1-995 - Abstract
This paper reviews both experimental and theoretical work on nanostructures showing high quantum yields due to the phenomenon of multiple exciton generation. It outlines the aims and barriers to progress in identifying further such nanostructures and also includes important developments concerning solar devices where nanostructures act as the light-absorbing component. It reports on both semiconductor and carbon structures, both monocomposite (of various dimensionalities) and heterogeneous. Finally, it looks at future directions that can be taken to push solar cell efficiency above the classic limit set by Shockley and Queisser in 1961.
- Published
- 2018
- Full Text
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5. Hydrogenic entanglement
- Author
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Sofia Qvarfort, Sougato Bose, and Alessio Serafini
- Subjects
hydrogen atom ,hydrogenic ,entanglement ,Schmidt diagonalisation ,entanglement test ,hydrogenic entanglement ,Science ,Physics ,QC1-999 - Abstract
Is there any entanglement in the simplest ubiquitous bound system? We study the solutions to the time-independent Schrödinger equation for a hydrogenic system and devise two entanglement tests for free and localised states. For free hydrogenic systems, we compute the Schmidt basis diagonalisation for general energy eigenstates, and for a hydrogenic system localised to a three-dimensional Gaussian wavepacket, we demonstrate that measuring its second moments is sufficient for detecting entanglement. Our results apply to any system that exhibits hydrogenic structure.
- Published
- 2020
- Full Text
- View/download PDF
6. Enhanced continuous generation of non-Gaussianity through optomechanical modulation
- Author
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Sofia Qvarfort, Alessio Serafini, André Xuereb, Dennis Rätzel, and David Edward Bruschi
- Subjects
optomechanics ,non-Gaussian ,nonlinearity ,modulated optomechanics ,Science ,Physics ,QC1-999 - Abstract
We study the non-Gaussian character of quantum optomechanical systems evolving under the fully nonlinear optomechanical Hamiltonian. By using a measure of non-Gaussianity based on the relative entropy of an initially Gaussian state, we quantify the amount of non-Gaussianity induced by both a constant and time-dependent cubic light–matter coupling and study its general and asymptotic behaviour. We find analytical approximate expressions for the measure of non-Gaussianity and show that initial thermal phonon occupation of the mechanical element does not significantly impact the non-Gaussianity. More importantly, we also show that it is possible to continuously increase the amount of non-Gassuianity of the state by driving the light–matter coupling at the frequency of mechanical resonance, suggesting a viable mechanism for increasing the non-Gaussianity of optomechanical systems even in the presence of noise.
- Published
- 2019
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- View/download PDF
7. Gaussian entanglement revisited
- Author
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Ludovico Lami, Alessio Serafini, and Gerardo Adesso
- Subjects
quantum information ,quantum entanglement ,Gaussian entanglement ,quantum optics ,quantum continuous variable ,positive partial transposition (PPT) criterion ,Science ,Physics ,QC1-999 - Abstract
We present a novel approach to the separability problem for Gaussian quantum states of bosonic continuous variable systems. We derive a simplified necessary and sufficient separability criterion for arbitrary Gaussian states of m versus n modes, which relies on convex optimisation over marginal covariance matrices on one subsystem only. We further revisit the currently known results stating the equivalence between separability and positive partial transposition (PPT) for specific classes of Gaussian states. Using techniques based on matrix analysis, such as Schur complements and matrix means, we then provide a unified treatment and compact proofs of all these results. In particular, we recover the PPT-separability equivalence for: (i) Gaussian states of 1 versus n modes; and (ii) isotropic Gaussian states. In passing, we also retrieve (iii) the recently established equivalence between separability of a Gaussian state and and its complete Gaussian extendability. Our techniques are then applied to progress beyond the state of the art. We prove that: (iv) Gaussian states that are invariant under partial transposition are necessarily separable; (v) the PPT criterion is necessary and sufficient for separability for Gaussian states of m versus n modes that are symmetric under the exchange of any two modes belonging to one of the parties; and (vi) Gaussian states which remain PPT under passive optical operations can not be entangled by them either. This is not a foregone conclusion per se (since Gaussian bound entangled states do exist) and settles a question that had been left unanswered in the existing literature on the subject. This paper, enjoyable by both the quantum optics and the matrix analysis communities, overall delivers technical and conceptual advances which are likely to be useful for further applications in continuous variable quantum information theory, beyond the separability problem.
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- 2018
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8. Unravelling the noise: the discrimination of wave function collapse models under time-continuous measurements
- Author
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Marco G Genoni, O S Duarte, and Alessio Serafini
- Subjects
quantum estimation ,wave-function collapse models ,stochastic master equation ,quantum control ,Science ,Physics ,QC1-999 - Abstract
Inspired by the notion that environmental noise is in principle observable, while fundamental noise due to spontaneous localization would not be, we study the estimation of the diffusion parameter induced by wave function collapse models under continuous monitoring of the environment. We take into account finite measurement efficiencies and, in order to quantify the advantage granted by monitoring, we analyse the quantum Fisher information associated with such a diffusion parameter, identify optimal measurements in limiting cases, and assess the performance of such measurements in more realistic conditions.
- Published
- 2016
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9. Quantum cooling and squeezing of a levitating nanosphere via time-continuous measurements
- Author
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Marco G Genoni, Jinglei Zhang, James Millen, Peter F Barker, and Alessio Serafini
- Subjects
quantum feedback control ,quantum optomechanics ,quantum state engineering ,Science ,Physics ,QC1-999 - Abstract
With the purpose of controlling the steady state of a dielectric nanosphere levitated within an optical cavity, we study its conditional dynamics under simultaneous sideband cooling and additional time-continuous measurement of either the output cavity mode or the nanosphere’s position. We find that the average phonon number, purity and quantum squeezing of the steady-states can all be made more non-classical through the addition of time-continuous measurement. We predict that the continuous monitoring of the system, together with Markovian feedback, allows one to stabilize the dynamics for any value of the laser frequency driving the cavity. By considering state of the art values of the experimental parameters, we prove that one can in principle obtain a non-classical (squeezed) steady-state with an average phonon number ${n}_{{\mathsf{ph}}}\approx 0.5$ .
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- 2015
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10. Input–output Gaussian channels: theory and application
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Tommaso Tufarelli, Alex Retzker, Martin B Plenio, and Alessio Serafini
- Subjects
Science ,Physics ,QC1-999 - Abstract
Setting off from the classic input–output formalism, we develop a theoretical framework to characterize the Gaussian quantum channels relating the initial correlations of an open bosonic system to those of properly identified output modes. We then proceed to apply our formalism to the case of quantum harmonic oscillators, such as the motional degrees of freedom of trapped ions or nanomechanical oscillators, interacting with travelling electromagnetic modes through cavity fields and subject to external white noise. We thus determine the degree of squeezing that can be transferred from an intra-cavity oscillator to light and show that the intra-cavity squeezing can be transformed into distributed optical entanglement if one can access both output fields of a two-sided cavity.
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- 2012
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11. Handling missing data in model-based clustering.
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Alessio Serafini, Thomas Brendan Murphy, and Luca Scrucca
- Published
- 2020
12. Projection pursuit based on Gaussian mixtures and evolutionary algorithms.
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Luca Scrucca and Alessio Serafini
- Published
- 2019
13. Fuzzy and Model Based Clustering Methods: Can We Fruitfully Compare Them?
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Alessio Serafini, Luca Scrucca, Marco Alfò, Paolo Giordani, and Maria Brigida Ferraro
- Published
- 2023
14. fclust: An R Package for Fuzzy Clustering.
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Maria Brigida Ferraro, Paolo Giordani, and Alessio Serafini
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- 2019
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15. Entanglement, Purity, and Information Entropies in Continuous Variable Systems.
- Author
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Gerardo Adesso, Alessio Serafini, and Fabrizio Illuminati
- Published
- 2005
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16. Optimal control for Hamiltonian parameter estimation in non-commuting and bipartite quantum dynamics
- Author
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Shushen Qin, Marcus Cramer, Christiane Koch, and Alessio Serafini
- Subjects
Quantum Physics ,Hamiltonian parameter estimation ,optimal control ,500 Naturwissenschaften und Mathematik::530 Physik::530 Physik ,quantum dynamics ,General Physics and Astronomy ,FOS: Physical sciences ,Quantum Physics (quant-ph) - Abstract
The ability to characterise a Hamiltonian with high precision is crucial for the implementation of quantum technologies. In addition to the well-developed approaches utilising optimal probe states and optimal measurements, the method of optimal control can be used to identify time-dependent pulses applied to the system to achieve higher precision in the estimation of Hamiltonian parameters, especially in the presence of noise. Here, we extend optimally controlled estimation schemes for single qubits to non-commuting dynamics as well as two interacting qubits, demonstrating improvements in terms of maximal precision, time-stability, as well as robustness over uncontrolled protocols., Comment: Submission to SciPost Physics; 18 pages, 13 figures
- Published
- 2022
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17. Quantum Continuous Variables : A Primer of Theoretical Methods
- Author
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Alessio Serafini and Alessio Serafini
- Subjects
- Quantum computing
- Abstract
Quantum Continuous Variables introduces the theory of continuous variable quantum systems, from its foundations based on the framework of Gaussian states to modern developments, including its applications to quantum information and forthcoming quantum technologies. This book addresses the theory of Gaussian states, operations, and dynamics in great depth and breadth, through a novel approach that embraces both the Hilbert space and phase descriptions.The second edition of this book has been revised throughout, and updated to include new topics, such as boson sampling, coherent feedback, nonlinear control, as well as several new solved problems.The volume includes coverage of entanglement theory and quantum information protocols, and their connection with relevant experimental set-ups. General techniques for non-Gaussian manipulations also emerge as the treatment unfolds and are demonstrated with specific case studies.This book will be of interest to graduate students looking to familiarise themselves with the field, in addition to experienced researchers eager to enhance their understanding of its theoretical methods. It will also appeal to experimentalists searching for a rigorous but accessible treatment of the theory in the area.Features Provides the first systematic graduate-level textbook for the field of quantum continuous variables and includes 77 problems for the reader, with accompanying solutions Explores applications to entanglement theory, nonlocality, quantum technologies and quantum control Describes, in detail, a comprehensive list of experimental platforms where the formalism applies Alessio Serafini earned his PhD from the University of Salerno. He is currently a Professor at University College London. His research focuses mainly on quantum optics, quantum information with continuous variables, and the theory of quantum control.
- Published
- 2023
18. Cavity optomechanics assisted by optical coherent feedback
- Author
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Alessio Serafini, Matteo Brunelli, and Alfred Harwood
- Subjects
Physics ,Quantum Physics ,Sideband ,Process (computing) ,FOS: Physical sciences ,Quantum entanglement ,01 natural sciences ,010305 fluids & plasmas ,Interferometry ,Control theory ,0103 physical sciences ,Active feedback ,Transient (oscillation) ,Quantum Physics (quant-ph) ,010306 general physics ,Optomechanics - Abstract
We consider a wide family of optical coherent feedback loops acting on an optomechanical system operating in the linearized regime. We assess the efficacy of such loops in improving key operations, such as cooling, steady-state squeezing and entanglement, as well as optical to mechanical state transfer. We find that mechanical sideband cooling can be enhanced through passive, interferometric coherent feedback, achieving lower steady-state occupancies and considerably speeding up the cooling process; we also quantify the detrimental effect of non-zero delay times on the cooling performance. Steady state entanglement generation in the blue sideband can also be assisted by passive interferometric feedback, which allows one to stabilise otherwise unstable systems, though active feedback (including squeezing elements) does not help to this aim. We show that active feedback loops only allow for the generation of optical, but not mechanical squeezing. Finally, we prove that passive feedback can assist state transfer at transient times for red-sideband driven systems in the strong coupling regime., 12 Pages, 5 Figures
- Published
- 2021
- Full Text
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19. Continuous-variable quantum information with three-mode Gaussian states: allotment, trade-off, teleportation, and telecloning.
- Author
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Gerardo Adesso, Alessio Serafini, and Fabrizio Illuminati
- Published
- 2007
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20. Hydrogenic entanglement
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Alessio Serafini, Sougato Bose, and Sofia Qvarfort
- Subjects
Physics ,Quantum Physics ,Basis (linear algebra) ,Wave packet ,Gaussian ,Structure (category theory) ,General Physics and Astronomy ,FOS: Physical sciences ,Quantum entanglement ,symbols.namesake ,Quantum mechanics ,symbols ,Physics::Atomic Physics ,Quantum Physics (quant-ph) ,Eigenvalues and eigenvectors ,Energy (signal processing) - Abstract
Is there any entanglement in the simplest ubiquitous bound system? We study the solutions to the time-independent Schr\"odinger equation for a Hydrogenic system and devise two entanglement tests for free and localised states. For free Hydrogenic systems, we compute the Schmidt basis diagonalisation for general energy eigenstates, and for a Hydrogenic system localised to a three-dimensional Gaussian wavepacket, we demonstrate that measuring its second moments is sufficient for detecting entanglement. Our results apply to any system that exhibits Hydrogenic structure., Comment: 17 pages + 27 pages of supplemental material and detailed derivations, 2 figures
- Published
- 2020
21. Time-local optimal control for parameter estimation in the Gaussian regime
- Author
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Alessio Serafini, Alexander Predko, and Francesco Albarelli
- Subjects
Physics ,Quantum Physics ,Estimation theory ,Gaussian ,Phase (waves) ,FOS: Physical sciences ,General Physics and Astronomy ,Markov process ,Optimal control ,01 natural sciences ,010305 fluids & plasmas ,symbols.namesake ,Quantum state ,0103 physical sciences ,Master equation ,symbols ,Statistical physics ,Quantum Physics (quant-ph) ,010306 general physics ,Focus (optics) - Abstract
Information about a classical parameter encoded in a quantum state can only decrease if the state undergoes a non-unitary evolution, arising from the interaction with an environment. However, instantaneous control unitaries may be used to mitigate the decrease of information caused by an open dynamics. A possible, locally optimal (in time) choice for such controls is the one that maximises the time-derivative of the quantum Fisher information (QFI) associated with a parameter encoded in an initial state. In this study, we focus on a single bosonic mode subject to a Markovian, thermal master equation, and determine analytically the optimal time-local control of the QFI for its initial squeezing angle (optical phase) and strength. We show that a single initial control operation is already optimal for such cases and quantitatively investigate situations where the optimal control is applied after the open dynamical evolution has begun., 10 pages, 3 figures, accepted version
- Published
- 2020
22. Descriptive Analyses of Interrater Agreement for Ordinal Rating Scales
- Author
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Giuseppe Bove, Alessio Serafini, T.Imaizumi et al. (eds.), Bove, Giuseppe, and Serafini, Alessio
- Subjects
Inter-rater reliability ,Measure (data warehouse) ,Biplot ,Intraclass correlation ,Rating scale ,Statistics ,Language proficiency ,Mathematics - Abstract
A measure of interrater absolute agreement for ordinal rating scales that have advantages respect to intraclass correlation coefficients and other largely used measures is presented. Besides, some descriptive methods for analysing the dependence of the level of agreement by raters and targets are considered. In particular, biplot diagrams are proposed to detect differences in ratings the targets obtained by different raters, and multidimensional unfolding is suggested to display dependence of interrater agreement levels by targets. Finally, results of an application to data concerning the assessment of language proficiency are provided to highlight capabilities of the proposed procedures.
- Published
- 2020
23. Optimal estimation with quantum optomechanical systems in the nonlinear regime
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Sofia Qvarfort, André Xuereb, Alessio Serafini, David Edward Bruschi, Daniel Braun, Fabienne Schneiter, and Dennis Rätzel
- Subjects
Physics ,Quantum Physics ,Optimal estimation ,FOS: Physical sciences ,Quantum fisher information ,16. Peace & justice ,01 natural sciences ,010305 fluids & plasmas ,Nonlinear system ,symbols.namesake ,Classical mechanics ,0103 physical sciences ,symbols ,ddc:530 ,Quantum Physics (quant-ph) ,010306 general physics ,General expression ,Hamiltonian (quantum mechanics) ,Quantum - Abstract
We study the fundamental bounds on precision measurements of parameters contained in a time-dependent nonlinear optomechanical Hamiltonian, which includes the nonlinear light-matter coupling, a mechanical displacement term, and a single-mode mechanical squeezing term. By using a recently developed method to solve the dynamics of this system, we derive a general expression for the quantum Fisher information and demonstrate its applicability through three concrete examples: estimation of the strength of a nonlinear light-matter coupling, the strength of a time-modulated mechanical displacement, and a single-mode mechanical squeezing parameter, all of which are modulated at resonance. Our results can be used to compute the sensitivity of a nonlinear optomechanical system to a number of external and internal effects, such as forces acting on the system or modulations of the light--matter coupling., 24 pages, 3 figures
- Published
- 2020
- Full Text
- View/download PDF
24. Enhanced continuous generation of non-Gaussianity through optomechanical modulation
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Dennis Rätzel, Sofia Qvarfort, David Edward Bruschi, Alessio Serafini, and André Xuereb
- Subjects
Nonlinear optics ,Phonon ,Gaussian ,General Physics and Astronomy ,Gaussian processes ,FOS: Physical sciences ,Nonlinear theories ,01 natural sciences ,Measure (mathematics) ,Noise (electronics) ,010305 fluids & plasmas ,symbols.namesake ,Non-Gaussianity ,0103 physical sciences ,Mechanical resonance ,ddc:530 ,Statistical physics ,010306 general physics ,Quantum ,Coupling ,Physics ,Quantum Physics ,nonlinearity ,530 Physik ,non-Gaussian ,modulated optomechanics ,optomechanics ,symbols ,Quantum Physics (quant-ph) - Abstract
We study the non-Gaussian character of quantum optomechanical systems evolving under the fully nonlinear optomechanical Hamiltonian. By using a measure of non-Gaussianity based on the relative entropy of an initially Gaussian state, we quantify the amount of non-Gaussianity induced by both a constant and time-dependent cubic light–matter coupling and study its general and asymptotic behaviour. We find analytical approximate expressions for the measure of non-Gaussianity and show that initial thermal phonon occupation of the mechanical element does not significantly impact the non-Gaussianity. More importantly, we also show that it is possible to continuously increase the amount of non-Gassuianity of the state by driving the light–matter coupling at the frequency of mechanical resonance, suggesting a viable mechanism for increasing the non-Gaussianity of optomechanical systems even in the presence of noise., peer-reviewed
- Published
- 2019
- Full Text
- View/download PDF
25. Time-evolution of nonlinear optomechanical systems: Interplay of mechanical squeezing and non-Gaussianity
- Author
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André Xuereb, Daniel Braun, Alessio Serafini, Dennis Rätzel, Sofia Qvarfort, and David Edward Bruschi
- Subjects
Statistics and Probability ,Nonlinear optics ,Differential equation ,FOS: Physical sciences ,General Physics and Astronomy ,01 natural sciences ,Measure (mathematics) ,010305 fluids & plasmas ,symbols.namesake ,Non-Gaussianity ,Dynamical systems ,0103 physical sciences ,ddc:530 ,010306 general physics ,Mathematical Physics ,Physics ,Quantum optics ,Quantum Physics ,Time evolution ,Statistical and Nonlinear Physics ,Optomechanics ,Nonlinear system ,Classical mechanics ,Mathieu function ,Modeling and Simulation ,Ordinary differential equation ,symbols ,Quantum Physics (quant-ph) ,Hamiltonian (control theory) - Abstract
We solve the time evolution of a nonlinear optomechanical Hamiltonian with arbitrary time-dependent mechanical displacement, mechanical single-mode squeezing and a time-dependent optomechanical coupling up to the solution of two second-order differential equations. The solution is based on identifying a minimal and finite Lie algebra that generates the time-evolution of the system. This reduces the problem to considering a finite set of coupled ordinary differential equations of real functions. To demonstrate the applicability of our method, we compute the degree of non-Gaussianity of the time-evolved state of the system by means of a measure based on the relative entropy of the non-Gaussian state and its closest Gaussian reference state. We find that the addition of a constant mechanical squeezing term to the standard optomechanical Hamiltonian generally decreases the overall non-Gaussian character of the state. For sinusoidally modulated squeezing, the two second-order differential equations mentioned above take the form of the Mathieu equation. We derive perturbative solutions for a small squeezing amplitude at parametric resonance and show that they correspond to the rotating-wave approximation at times larger than the scale set by the mechanical frequency. We find that the non-Gaussianity of the state increases with both time and the squeezing parameter in this specific regime., peer-reviewed
- Published
- 2019
- Full Text
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26. Generation of continuous variable squeezing and entanglement of trapped ions in time-varying potentials.
- Author
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Alessio Serafini, Alex Retzker, and Martin B. Plenio
- Published
- 2009
- Full Text
- View/download PDF
27. Mesoscopic entanglement through central–potential interactions
- Author
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Alessio Serafini, Sougato Bose, and Sofia Qvarfort
- Subjects
Physics ,Work (thermodynamics) ,Mesoscopic physics ,Steady state ,Newtonian potential ,Gaussian ,Quantum Physics ,Quantum entanglement ,Condensed Matter Physics ,01 natural sciences ,Atomic and Molecular Physics, and Optics ,010305 fluids & plasmas ,symbols.namesake ,Homogeneous ,0103 physical sciences ,symbols ,Statistical physics ,Electric potential ,010306 general physics - Abstract
The generation and detection of entanglement between mesoscopic systems would have major fundamental and applicative implications. In this work, we demonstrate the utility of continuous variable tools to evaluate the Gaussian entanglement arising between two homogeneous levitated nanobeads interacting through a central potential. We compute the entanglement for the steady state and determine the measurement precision required to detect the entanglement in the laboratory.
- Published
- 2020
- Full Text
- View/download PDF
28. Projection pursuit based on Gaussian mixtures and evolutionary algorithms
- Author
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Alessio Serafini and Luca Scrucca
- Subjects
Statistics and Probability ,FOS: Computer and information sciences ,Computer Science - Machine Learning ,Multivariate statistics ,Computer science ,Gaussian ,Machine Learning (stat.ML) ,01 natural sciences ,Machine Learning (cs.LG) ,Methodology (stat.ME) ,010104 statistics & probability ,symbols.namesake ,Statistics - Machine Learning ,0502 economics and business ,Clustering analysis ,Discrete Mathematics and Combinatorics ,Neural and Evolutionary Computing (cs.NE) ,0101 mathematics ,Multivariate data analysis ,Projection (set theory) ,Statistics - Methodology ,050205 econometrics ,Data visualization ,05 social sciences ,Orthographic projection ,Clustering visualization ,Dimension-reduction method ,Computer Science - Neural and Evolutionary Computing ,Density estimation ,Mixture model ,Projection pursuit ,symbols ,Negentropy ,Statistics, Probability and Uncertainty ,Algorithm ,Subspace topology - Abstract
We propose a projection pursuit (PP) algorithm based on Gaussian mixture models (GMMs). The negentropy obtained from a multivariate density estimated by GMMs is adopted as the PP index to be maximised. For a fixed dimension of the projection subspace, the GMM-based density estimation is projected onto that subspace, where an approximation of the negentropy for Gaussian mixtures is computed. Then, Genetic Algorithms (GAs) are used to find the optimal, orthogonal projection basis by maximising the former approximation. We show that this semi-parametric approach to PP is flexible and allows highly informative structures to be detected, by projecting multivariate datasets onto a subspace, where the data can be feasibly visualised. The performance of the proposed approach is shown on both artificial and real datasets.
- Published
- 2019
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29. Quantum Continuous Variables : A Primer of Theoretical Methods
- Author
-
Alessio Serafini and Alessio Serafini
- Subjects
- Quantum computing
- Abstract
Quantum Continuous Variables introduces the theory of continuous variable quantum systems, from its foundations based on the framework of Gaussian states to modern developments, including its applications to quantum information and forthcoming quantum technologies. This new book addresses the theory of Gaussian states, operations, and dynamics in great depth and breadth, through a novel approach that embraces both the Hilbert space and phase descriptions. The volume includes coverage of entanglement theory and quantum information protocols, and their connection with relevant experimental set-ups. General techniques for non-Gaussian manipulations also emerge as the treatment unfolds, and are demonstrated with specific case studies. This book will be of interest to graduate students looking to familiarise themselves with the field, in addition to experienced researchers eager to enhance their understanding of its theoretical methods. It will also appeal to experimentalists searching for a rigorous but accessible treatment of the theory in the area.
- Published
- 2017
30. Reversibility and quantum coherence in one-dimensional quantum cellular automata
- Author
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Federico Centrone, Alessio Serafini, Marco Barbieri, Camillo Tassi, Centrone, Federico, Tassi, Camillo, Barbieri, Marco, and Serafini, Alessio
- Subjects
Physics ,Quantum dynamics ,Dephasing ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Nonlinear Sciences::Cellular Automata and Lattice Gases ,01 natural sciences ,Unitary state ,Atomic and Molecular Physics, and Optics ,Automaton ,0103 physical sciences ,Attractor ,Statistical physics ,010306 general physics ,0210 nano-technology ,Quantum ,Computer Science::Formal Languages and Automata Theory ,Coherence (physics) ,Quantum cellular automaton - Abstract
Quantum cellular automata are important tools in understanding quantum dynamics, thanks to their simple and effective list of rules. Here we consider a class of noisy, one-dimensional quantum cellular automata that allow one to shift from unitary dynamics to completely positive maps, investigating the evolution of coherence as well as the notion of reversibility in such a setting. To this aim, we associate an approximate reverse automaton to each noisy automaton, and assess its effect, and we define an irreversibility time based on the distance from the maximally mixed state, which is shown to be the only attractor of the automaton map in the presence of dephasing. Our analysis illustrates the interplay between unitary and noisy dynamics.
- Published
- 2018
- Full Text
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31. Locally optimal control of continuous variable entanglement
- Author
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Alessio Serafini, Uther Shackerley-Bennett, and Francesco Albarelli
- Subjects
Physics ,Quantum Physics ,Quantum decoherence ,Logarithm ,Gaussian ,Markov process ,FOS: Physical sciences ,Quantum entanglement ,Invariant (physics) ,Optimal control ,01 natural sciences ,010305 fluids & plasmas ,symbols.namesake ,0103 physical sciences ,symbols ,Partition (number theory) ,Statistical physics ,010306 general physics ,Quantum Physics (quant-ph) - Abstract
We consider a system of two bosonic modes each subject to the dynamics induced by a thermal Markovian environment and we identify instantaneous, local symplectic controls that minimise the loss of entanglement in the Gaussian regime. By minimising the decrease of the logarithmic negativity at every instant in time, it will be shown that a non-trivial, finite amount of local squeezing helps to counter the effect of decoherence during the evolution. We also determine optimal control routines in the more restrictive scenario where the control operations are applied on only one of the two modes. We find that applying an instantaneous control only at the beginning of the dynamics, i.e. preparing an appropriate initial state, is the optimal strategy for states with symmetric correlations and when the dynamics is the same on both modes. More generally, even in asymmetric cases, the delayed decay of entanglement resulting from the optimal preparation of the initial state with no further action turns out to be always very close to the optimised control where multiple operations are applied during the evolution. Our study extends directly to mono-symmetric systems of any number of modes, i.e. to systems that are invariant under any local permutation of the modes within any one partition, as they are locally equivalent to two-mode systems., 10 pages, 6 figures, still no jokes
- Published
- 2017
32. Quantum Mechanics: Instructions for Use
- Author
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Alessio Serafini
- Published
- 2017
- Full Text
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33. Diffusive Dynamics and Continuous Monitoring
- Author
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Alessio Serafini
- Subjects
Physics ,symbols.namesake ,Dynamics (mechanics) ,Continuous monitoring ,symbols ,Gaussian function ,Statistical physics ,Gaussian process ,Gaussian filter ,Gaussian random field - Published
- 2017
- Full Text
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34. Quantum Continuous Variables
- Author
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Alessio Serafini
- Published
- 2017
- Full Text
- View/download PDF
35. Quantum Information Protocols with Continuous Variables
- Author
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Alessio Serafini
- Subjects
Continuous variable ,Theoretical computer science ,Computer science ,Quantum information - Published
- 2017
- Full Text
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36. Gaussian States of Continuous Variable Systems
- Author
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Alessio Serafini
- Subjects
Continuous variable ,symbols.namesake ,Gaussian ,symbols ,Statistical physics ,Mathematics - Published
- 2017
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37. Entanglement of Continuous Variable Systems
- Author
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Alessio Serafini
- Subjects
Physics ,Continuous variable ,Quantum mechanics ,Quantum entanglement ,Squashed entanglement ,Multipartite entanglement - Published
- 2017
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38. Gaussian Operations
- Author
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Alessio Serafini
- Published
- 2017
- Full Text
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39. A Grand Tour of Continuous Variable Platforms
- Author
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Alessio Serafini
- Subjects
Continuous variable ,Engineering ,business.industry ,Computer graphics (images) ,business - Published
- 2017
- Full Text
- View/download PDF
40. Introduction
- Author
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Alessio Serafini
- Published
- 2017
- Full Text
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41. Phase Space Methods
- Author
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Alessio Serafini
- Subjects
Physics ,Phase space ,Mathematical analysis - Published
- 2017
- Full Text
- View/download PDF
42. Entanglement and discord assisted entropic uncertainty relations under decoherence
- Author
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Zhi-Hao Ma, Alessio Serafini, Chunmei Yao, Zhi-Hua Chen, and Simone Severini
- Subjects
symbols.namesake ,Quantum discord ,Uncertainty principle ,Quantum decoherence ,Unital ,Quantum noise ,symbols ,General Physics and Astronomy ,Markov process ,Statistical physics ,Quantum entanglement ,Entropic uncertainty ,Mathematics - Abstract
The uncertainty principle is a crucial aspect of quantum mechanics. It has been shown that quantum entanglement as well as more general notions of correlations, such as quantum discord, can relax or tighten the entropic uncertainty relation in the presence of an ancillary system. We explored the behaviour of entropic uncertainty relations for system of two qubits-one of which subjects to several forms of independent quantum noise, in both Markovian and non-Markovian regimes. The uncertainties and their lower bounds, identified by the entropic uncertainty relations, increase under independent local unital Markovian noisy channels, but they may decrease under non-unital channels. The behaviour of the uncertainties (and lower bounds) exhibit periodical oscillations due to correlation dynamics under independent non-Markovian reservoirs. In addition, we compare different entropic uncertainty relations in several special cases and find that discord-tightened entropic uncertainty relations offer in general a better estimate of the uncertainties in play.
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- 2014
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43. Locally optimal symplectic control of multimode Gaussian states
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Uther Shackerley-Bennett, Vittorio Giovannetti, A. Carlini, Alessio Serafini, Shackerley-Bennett, Uther, Carlini, Alberto, Giovannetti, Vittorio, and Serafini, Alessio
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Atomic and Molecular Physics, and Optic ,Physics and Astronomy (miscellaneous) ,Materials Science (miscellaneous) ,Gaussian ,FOS: Physical sciences ,Fixed point ,01 natural sciences ,Unitary state ,Gaussian state ,Settore FIS/03 - Fisica della Materia ,010305 fluids & plasmas ,symbols.namesake ,0103 physical sciences ,coherent control ,Statistical physics ,Electrical and Electronic Engineering ,010306 general physics ,Quantum ,Gaussian states ,Physics ,open quantum system ,Quantum Physics ,Steady state ,Entropy (statistical thermodynamics) ,open quantum systems ,Atomic and Molecular Physics, and Optics ,Coherent control ,symbols ,Relaxation (approximation) ,Quantum Physics (quant-ph) - Abstract
The relaxation of a system to a steady state is a central point of interest in many attempts to advance control over the quantum world. In this paper, we consider control through instantaneous Gaussian unitary operations on the ubiquitous lossy channel, and find locally optimal conditions for the cooling and heating of a multimode Gaussian state subject to losses and possibly thermal noise. This is done by isolating the parameters that encode entropy and temperature and by deriving an equation for their evolution. This equation is in such a form that it grants clear insight into how relaxation may be helped by instantaneous quantum control. It is thus shown that squeezing is a crucial element in optimising the rate of change of entropic properties under these channels. Exact relaxation times for heating and cooling are derived, up to an arbitrarily small distance from the fixed point of the lossy channel with locally optimal strategies., 22 pages, 1 figure
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- 2017
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44. Conditional and unconditional Gaussian quantum dynamics
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Alessio Serafini, Marco G. Genoni, and Ludovico Lami
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Quantum Physics ,Scattering ,Computer science ,Quantum dynamics ,Gaussian ,General Physics and Astronomy ,FOS: Physical sciences ,White noise ,01 natural sciences ,Constructive ,010305 fluids & plasmas ,Completely positive map ,symbols.namesake ,0103 physical sciences ,Master equation ,symbols ,Riccati equation ,Statistical physics ,010306 general physics ,Quantum Physics (quant-ph) ,Quantum ,Parametric statistics - Abstract
This article focuses on the general theory of open quantum systems in the Gaussian regime and explores a number of diverse ramifications and consequences of the theory. We shall first introduce the Gaussian framework in its full generality, including a classification of Gaussian (also known as "general-dyne") quantum measurements. In doing so, we will give a compact proof for the parametrisation of the most general Gaussian completely positive map, which we believe to be missing in the existing literature. We will then move on to consider the linear coupling with a white noise bath, and derive the diffusion equations that describe the evolution of Gaussian states under such circumstances. Starting from these equations, we outline a constructive method to derive general master equations that apply outside the Gaussian regime. Next, we include the general-dyne monitoring of the environmental degrees of freedom and recover the Riccati equation for the conditional evolution of Gaussian states. Our derivation relies exclusively on the standard quantum mechanical update of the system state, through the evaluation of Gaussian overlaps. The parametrisation of the conditional dynamics we obtain is novel and, at variance with existing alternatives, directly ties in to physical detection schemes. We conclude our study with two examples of conditional dynamics that can be dealt with conveniently through our formalism, demonstrating how monitoring can suppress the noise in optical parametric processes as well as stabilise systems subject to diffusive scattering., Comment: 28 pages, 1 figures. Close to published version, Contemporary Physics. Advance online publication (2016)
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- 2016
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45. Canonical and micro-canonical typical entanglement of continuous variable systems
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David Gross, Alessio Serafini, Oscar C. O. Dahlsten, and Martin B. Plenio
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Statistics and Probability ,Quantum Physics ,Concentration of measure ,Entropy (statistical thermodynamics) ,Gaussian ,FOS: Physical sciences ,General Physics and Astronomy ,Statistical and Nonlinear Physics ,Quantum entanglement ,Statistical mechanics ,Standard deviation ,Continuous variable ,symbols.namesake ,Modeling and Simulation ,symbols ,Bipartite graph ,Statistical physics ,Quantum Physics (quant-ph) ,Mathematical Physics ,Mathematics - Abstract
We present a framework, compliant with the general canonical principle of statistical mechanics, to define measures on the set of pure Gaussian states of continuous variable systems. Within such a framework, we define two specific measures, referred to as `micro-canonical' and `canonical', and apply them to study systematically the statistical properties of the bipartite entanglement of n-mode pure Gaussian states (as quantified by the entropy of a subsystem). We rigorously prove the "concentration of measure" around a finite average, occurring for the entanglement in the thermodynamical limit in both the canonical and the micro-canonical approach. For finite n, we determine analytically the average and standard deviation of the entanglement (as quantified by the reduced purity) between one mode and all the other modes. Furthermore, we numerically investigate more general situations, clearly showing that the onset of the concentration of measure already occurs at relatively small n., Comment: 24 pages, 5 figures, IOP style; conclusions extended, minor layout adjustment
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- 2007
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46. Entanglement of two-mode Gaussian states: characterization and experimental production and manipulation
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Claude Fabre, Alessio Serafini, Gerardo Adesso, Fabrizio Illuminati, José Augusto Oliveira-Huguenin, Gaelle Keller, Julien Laurat, Thomas Coudreau, Laboratoire Kastler Brossel (LKB (Jussieu)), Fédération de recherche du Département de physique de l'Ecole Normale Supérieure - ENS Paris (FRDPENS), Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS Paris)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS Paris)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS), Laboratoire Matériaux et Phénomènes Quantiques (MPQ (UMR_7162)), Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Dipartimento di Fisica ``E. R. Caianiello', Università degli Studi di Salerno (UNISA)-CNR-Coherentia, Gruppo di Salerno-INFN Sezione di Napoli-Gruppo Collegato di Salerno, Department of Physics and Astronomy [UCL London], University College of London [London] (UCL), École normale supérieure - Paris (ENS-PSL), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS-PSL), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS), Università degli Studi di Salerno = University of Salerno (UNISA)-CNR-Coherentia, Gruppo di Salerno-INFN Sezione di Napoli-Gruppo Collegato di Salerno, Laboratoire Kastler Brossel ( LKB (Jussieu) ), Fédération de recherche du Département de physique de l'Ecole Normale Supérieure - ENS Paris ( FRDPENS ), Centre National de la Recherche Scientifique ( CNRS ) -École normale supérieure - Paris ( ENS Paris ) -Centre National de la Recherche Scientifique ( CNRS ) -École normale supérieure - Paris ( ENS Paris ) -Université Pierre et Marie Curie - Paris 6 ( UPMC ) -Centre National de la Recherche Scientifique ( CNRS ), Matériaux et Phénomènes Quantiques ( MPQ ), Université Paris Diderot - Paris 7 ( UPD7 ) -Centre National de la Recherche Scientifique ( CNRS ), Università degli Studi di Salerno ( UNISA ) -CNR-Coherentia, Gruppo di Salerno-INFN Sezione di Napoli-Gruppo Collegato di Salerno, University College of London [London] ( UCL ), Université Pierre et Marie Curie - Paris 6 (UPMC)-Fédération de recherche du Département de physique de l'Ecole Normale Supérieure - ENS Paris (FRDPENS), École normale supérieure - Paris (ENS Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS Paris), and Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)
- Subjects
[ PHYS.QPHY ] Physics [physics]/Quantum Physics [quant-ph] ,Physics and Astronomy (miscellaneous) ,Computer science ,Gaussian ,Structure (category theory) ,FOS: Physical sciences ,Quantum entanglement ,01 natural sciences ,010305 fluids & plasmas ,symbols.namesake ,[PHYS.QPHY]Physics [physics]/Quantum Physics [quant-ph] ,0103 physical sciences ,Statistical physics ,continuous variables ,010306 general physics ,optical parametric oscillator ,logarithmic negativity ,Quantum Physics ,covariance matrix ,Mode (statistics) ,continuous variables, entanglement, optical parametric oscillator, covariance matrix, logarithmic negativity ,Atomic and Molecular Physics, and Optics ,03.67.Mn, 42.65.Yj, 42.50.Dv, 42.50.Lc ,Characterization (materials science) ,Mode coupling ,symbols ,Production (computer science) ,entanglement ,Quantum Physics (quant-ph) - Abstract
A powerful theoretical structure has emerged in recent years on the characterization and quantification of entanglement in continuous-variable systems. After reviewing this framework, we will illustrate it with an original set-up based on a type-II OPO with adjustable mode coupling. Experimental results allow a direct verification of many theoretical predictions and provide a sharp insight into the general properties of two-mode Gaussian states and entanglement resource manipulation.
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- 2005
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47. DECOHERENCE OF NUMBER STATES IN PHASE-SENSITIVE RESERVOIRS
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Alessio Serafini, Fabrizio Illuminati, and S. De Siena
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Physics ,Quantum Physics ,Quantum decoherence ,Phase sensitive ,Gaussian ,Condensed Matter (cond-mat) ,FOS: Physical sciences ,Statistical and Nonlinear Physics ,Condensed Matter ,State (functional analysis) ,Condensed Matter::Mesoscopic Systems and Quantum Hall Effect ,Condensed Matter Physics ,symbols.namesake ,Quantum mechanics ,symbols ,Quantum Physics (quant-ph) - Abstract
The non-unitary evolution of initial number states in general Gaussian environments is solved analytically. Decoherence in the channels is quantified by determining explicitly the purity of the state at any time. The influence of the squeezing of the bath on decoherence is discussed. The behavior of coherent superpositions of number states is addressed as well., Comment: 5 pages, 2 figures, minor changes, references added
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- 2004
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48. Symplectic invariants, entropic measures and correlations of Gaussian states
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Silvio De Siena, Alessio Serafini, and Fabrizio Illuminati
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High Energy Physics - Theory ,Pure mathematics ,CONTINUOUS VARIABLE SYSTEMS ,Gaussian ,Condensed Matter (cond-mat) ,FOS: Physical sciences ,Condensed Matter ,Von Neumann entropy ,Quantum entanglement ,symbols.namesake ,Invariant (mathematics) ,Mathematics::Symplectic Geometry ,Mathematical Physics ,Eigenvalues and eigenvectors ,Mathematics ,Quantum Physics ,Covariance matrix ,Mathematical Physics (math-ph) ,Mutual information ,Condensed Matter Physics ,SEPARABILITY CRITERIA ,Atomic and Molecular Physics, and Optics ,GAUSSIAN STATES ,High Energy Physics - Theory (hep-th) ,CONTINUOUS VARIABLE SYSTEMS, GAUSSIAN STATES, SEPARABILITY CRITERIA ,symbols ,Quantum Physics (quant-ph) ,Symplectic geometry - Abstract
We present a derivation of the Von Neumann entropy and mutual information of arbitrary two--mode Gaussian states, based on the explicit determination of the symplectic eigenvalues of a generic covariance matrix. The key role of the symplectic invariants in such a determination is pointed out. We show that the Von Neumann entropy depends on two symplectic invariants, while the purity (or the linear entropy) is determined by only one invariant, so that the two quantities provide two different hierarchies of mixed Gaussian states. A comparison between mutual information and entanglement of formation for symmetric states is considered, remarking the crucial role of the symplectic eigenvalues in qualifying and quantifying the correlations present in a generic state., Comment: 6 pages, no figures, revised version, sections and references added, to appear in J. Phys. B
- Published
- 2003
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49. Necessity of Eigenstate Thermalization
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Alessio Serafini, Giacomo De Palma, Marcus Cramer, Vittorio Giovannetti, DE PALMA, Giacomo, Serafini, Alessio, Giovannetti, Vittorio, Cramer, Marcus, DE PALMA, GIACOMO, SERAFINI, ALESSIO, and GIOVANNETTI, VITTORIO
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Quantum decoherence ,FOS: Physical sciences ,General Physics and Astronomy ,Quantum entanglement ,01 natural sciences ,010305 fluids & plasmas ,symbols.namesake ,Quantum mechanics ,0103 physical sciences ,Quantum system ,Quantum information ,010306 general physics ,Quantum statistical mechanics ,Computer Science::Data Structures and Algorithms ,Eigenstate thermalization hypothesis ,Settore MAT/07 - Fisica Matematica ,Condensed Matter - Statistical Mechanics ,Mathematical Physics ,Physics ,Quantum Physics ,Statistical Mechanics (cond-mat.stat-mech) ,Mathematics::History and Overview ,Mathematical Physics (math-ph) ,Statistical mechanics ,quantum statistical mechanics ,symbols ,Quantum Physics (quant-ph) ,Hamiltonian (quantum mechanics) - Abstract
Under the Eigenstate Thermalization Hypothesis (ETH), quantum-quenched systems equilibrate towards canonical, thermal ensembles. While at first glance the ETH might seem a very strong hypothesis, we show that it is indeed not only sufficient but also necessary for thermalization. More specifically, we consider systems coupled to baths with well-defined macroscopic temperature and show that whenever all product states thermalize then the ETH must hold. Our result definitively settles the question of determining whether a quantum system has a thermal behaviour, reducing it to checking whether its Hamiltonian satisfies the ETH., 7 pages, misprint corrected in Eqs. (A14), (A15)
- Published
- 2015
50. Quantum filtering of a thermal master equation with a purified reservoir
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Alessio Serafini, Marco G. Genoni, Stefano Mancini, and Howard M. Wiseman
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Quantum optics ,Physics ,Quantum Physics ,Quantum decoherence ,FOS: Physical sciences ,Quantum entanglement ,Atomic and Molecular Physics, and Optics ,Classical mechanics ,Homodyne detection ,Master equation ,Statistical physics ,Quantum information ,Quantum Physics (quant-ph) ,Quantum ,Squeezed coherent state - Abstract
We consider a system subject to a quantum optical master equation at finite temperature and study a class of conditional dynamics obtained by monitoring its totally or partially purified environment. More specifically, drawing from the notion that the thermal state of the environment may be regarded as the local state of a lossy and noisy two-mode squeezed state, we consider conditional dynamics ("unravellings") resulting from the homodyne detection of the two modes of such a state. Thus, we identify a class of unravellings parametrised by the loss rate suffered by the environmental two-mode state, which interpolate between direct detection of the environmental mode alone (occurring for total loss, whereby no correlation between the two environmental modes is left) and full access to the purification of the bath (occurring when no loss is acting and the two-mode state of the environment is pure). We hence show that, while direct detection of the bath is not able to reach the maximal steady-state squeezing allowed by general-dyne unravellings, such optimal values can be obtained when a fully purified bath is accessible. More generally we show that, within our framework, any degree of access to the bath purification improves the performance of filtering protocols in terms of achievable squeezing and entanglement., 8 pages, 3 figures
- Published
- 2014
- Full Text
- View/download PDF
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