Search results for "Statistical physics"

showing 10 items of 1402 documents

Standard forms and entanglement engineering of multimode Gaussian states under local operations

2007

We investigate the action of local unitary operations on multimode (pure or mixed) Gaussian states and single out the minimal number of locally invariant parametres which completely characterise the covariance matrix of such states. For pure Gaussian states, central resources for continuous-variable quantum information, we investigate separately the parametre reduction due to the additional constraint of global purity, and the one following by the local-unitary freedom. Counting arguments and insights from the phase-space Schmidt decomposition and in general from the framework of symplectic analysis, accompany our description of the standard form of pure n-mode Gaussian states. In particula…

Statistics and ProbabilitySchmidt decompositionGaussianGeneral Physics and AstronomyFOS: Physical sciencesQuantum entanglementUnitary statesymbols.namesakeSYSTEMSFOS: MathematicsCONTINUOUS-VARIABLESStatistical physicsQuantum informationMathematical PhysicsMathematicsQuantum PhysicsCovariance matrixStatistical and Nonlinear PhysicsInvariant (physics)QUANTUM TELEPORTATION NETWORKMathematics - Symplectic GeometryModeling and SimulationPhase spacesymbolsSymplectic Geometry (math.SG)Quantum Physics (quant-ph)Optics (physics.optics)Physics - Optics
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On quantumness in multi-parameter quantum estimation

2019

In this article we derive a measure of quantumness in quantum multi-parameter estimation problems. We can show that the ratio between the mean Uhlmann Curvature and the Fisher Information provides a figure of merit which estimates the amount of incompatibility arising from the quantum nature of the underlying physical system. This ratio accounts for the discrepancy between the attainable precision in the simultaneous estimation of multiple parameters and the precision predicted by the Cram\'er-Rao bound. As a testbed for this concept, we consider a quantum many-body system in thermal equilibrium, and explore the quantum compatibility of the model across its phase diagram.

Statistics and ProbabilitySettore FIS/02 - Fisica Teorica Modelli E Metodi Matematiciquantum criticality quantum information statistical inferenceMeasure (physics)Physical systemFOS: Physical sciencesCurvature01 natural sciences010305 fluids & plasmassymbols.namesake0103 physical sciencesFigure of meritStatistical physics010306 general physicsFisher informationQuantumCondensed Matter - Statistical MechanicsMathematicsPhase diagramThermal equilibriumQuantum PhysicsStatistical Mechanics (cond-mat.stat-mech)Statistical and Nonlinear PhysicssymbolsStatistics Probability and UncertaintyQuantum Physics (quant-ph)Journal of Statistical Mechanics: Theory and Experiment
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Inhomogeneity and complexity measures for spatial patterns

2002

In this work, we examine two different measures for inhomogeneity and complexity that are derived from non-extensive considerations à la Tsallis. Their performance is then tested on theoretically generated patterns. All measures are found to exhibit a most sensitive behaviour for Sierpinski carpets. The procedures here introduced provide us with new, powerful Tsallis’ tools for analysing the inhomogeneity and complexity of spatial patterns.

Statistics and ProbabilityStatistical Mechanics (cond-mat.stat-mech)Computer scienceFOS: Physical sciencesFísicaComplexityCondensed Matter PhysicsNon-extensive statisticsSierpinski triangleSpatial patternsSpatial ecologyStatistical physicsCondensed Matter - Statistical MechanicsCiencias ExactasPhysica A: Statistical Mechanics and its Applications
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Escape Times in Fluctuating Metastable Potential and Acceleration of Diffusion in Periodic Fluctuating Potentials

2004

The problems of escape from metastable state in randomly flipping potential and of diffusion in fast fluctuating periodic potentials are considered. For the overdamped Brownian particle moving in a piecewise linear dichotomously fluctuating metastable potential we obtain the mean first-passage time (MFPT) as a function of the potential parameters, the noise intensity and the mean rate of switchings of the dichotomous noise. We find noise enhanced stability (NES) phenomenon in the system investigated and the parameter region of the fluctuating potential where the effect can be observed. For the diffusion of the overdamped Brownian particle in a fast fluctuating symmetric periodic potential w…

Statistics and ProbabilityStatistical Mechanics (cond-mat.stat-mech)FOS: Physical sciencesSawtooth waveCondensed Matter PhysicsNoise (electronics)Fluctuating Metastable PotentialPiecewise linear functionClassical mechanicsMetastabilityPiecewiseEffective diffusion coefficientStatistical physicsDiffusion (business)Brownian motionCondensed Matter - Statistical MechanicsMathematics
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Identification of clusters of companies in stock indices via Potts super-paramagnetic transitions

2000

The clustering of companies within a specific stock market index is studied by means of super-paramagnetic transitions of an appropriate q-state Potts model where the spins correspond to companies and the interactions are functions of the correlation coefficients determined from the time dependence of the companies' individual stock prices. The method is a generalization of the clustering algorithm by Domany et. al. to the case of anti-ferromagnetic interactions corresponding to anti-correlations. For the Dow Jones Industrial Average where no anti-correlations were observed in the investigated time period, the previous results obtained by different tools were well reproduced. For the Standa…

Statistics and ProbabilityStatistical Mechanics (cond-mat.stat-mech)SpinsFOS: Physical sciencesCondensed Matter PhysicsStock market indexParamagnetismCluster (physics)Statistical physicsCluster analysisStock (geology)Condensed Matter - Statistical MechanicsPotts modelMathematics
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Relaxation dynamics in the presence of pulse multiplicative noise sources with different correlation properties

2015

The relaxation dynamics of a system described by a Langevin equation with pulse multiplicative noise sources with different correlation properties is considered. The solution of the corresponding Fokker-Planck equation is derived for Gaussian white noise. Moreover, two pulse processes with regulated periodicity are considered as a noise source: the dead-time-distorted Poisson process and the process with fixed time intervals, which is characterized by an infinite correlation time. We find that the steady state of the system is dependent on the correlation properties of the pulse noise. An increase of the noise correlation causes the decrease of the mean value of the solution at the steady s…

Statistics and ProbabilitySteady stateNoise spectral densityShot noiseWhite noiseCondensed Matter PhysicMultiplicative noisePulse (physics)Langevin equationStatisticsStatistical physicsNoise (radio)MathematicsStatistical and Nonlinear Physic
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A new stochastic representation for the decay from a metastable state

2002

Abstract We show that a stochastic process on a complex plane can simulate decay from a metastable state. The simplest application of the method to a model in which the approach to equilibrium occurs through transitions over a potential barrier is discussed. The results are compared with direct numerical simulations of the stochastic differential equations describing system's evolution. We have found that the new method is much more efficient from computational point of view than the direct simulations.

Statistics and ProbabilityStochastic partial differential equationGeometric Brownian motionStochastic differential equationContinuous-time stochastic processQuantum stochastic calculusStochastic processLocal timeDiscrete-time stochastic processStatistical physicsCondensed Matter PhysicsMathematicsPhysica A: Statistical Mechanics and its Applications
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The coalescent in population models with time-inhomogeneous environment

2002

AbstractThe coalescent theory, well developed for the class of exchangeable population models with time-homogeneous reproduction law, is extended to a class of population models with time-inhomogeneous environment, where the population size is allowed to vary deterministically with time and where the distribution of the family sizes is allowed to change from generation to generation. A new class of time-inhomogeneous coalescent limit processes with simultaneous multiple mergers arises. Its distribution can be characterized in terms of product integrals.

Statistics and ProbabilityWeak convergencePopulation geneticsApplied MathematicsPopulation sizeVarying environmentPopulation geneticsProduct integralHeavy traffic approximationProduct integralStirling numbersCoalescent theoryFamily SizesDiffusion approximationPopulation modelAncestorsModelling and SimulationModeling and SimulationEconometricsQuantitative Biology::Populations and EvolutionCoalescentStatistical physicsWeak convergenceMathematicsStochastic Processes and their Applications
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Meta-work and the analogous Jarzynski relation in ensembles of dynamical trajectories

2014

Recently there has been growing interest in extending the thermodynamic method from static configurations to dynamical trajectories. In this approach, ensembles of trajectories are treated in an analogous manner to ensembles of configurations in equilibrium statistical mechanics: generating functions of dynamical observables are interpreted as partition sums, and the statistical properties of trajectory ensembles are encoded in free-energy functions that can be obtained through large-deviation methods in a suitable large time limit. This establishes what one can call a 'thermodynamics of trajectories'. In this paper we go a step further, and make a first connection to fluctuation theorems b…

Statistics and ProbabilityWork (thermodynamics)Statistical Mechanics (cond-mat.stat-mech)FOS: Physical sciencesStatistical and Nonlinear PhysicsContext (language use)ObservableStatistical mechanicsSpace (mathematics)Connection (mathematics)TrajectoryStatistical physicsStatistics Probability and UncertaintyQuantumCondensed Matter - Statistical MechanicsMathematics
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Large-distance asymptotic behaviour of multi-point correlation functions in massless quantum models

2014

We provide a microscopic model setting that allows us to readily access to the large-distance asymptotic behaviour of multi-point correlation functions in massless, one-dimensional, quantum models. The method of analysis we propose is based on the form factor expansion of the correlation functions and does not build on any field theory reasonings. It constitutes an extension of the restricted sum techniques leading to the large-distance asymptotic behaviour of two-point correlation functions obtained previously.

Statistics and Probability[PHYS.MPHY]Physics [physics]/Mathematical Physics [math-ph]FOS: Physical sciences01 natural sciencesCorrelation0103 physical sciencesField theory (psychology)[NLIN.NLIN-SI]Nonlinear Sciences [physics]/Exactly Solvable and Integrable Systems [nlin.SI]Statistical physics010306 general physicsQuantumMathematical PhysicsCondensed Matter - Statistical MechanicsMulti pointPhysicsNonlinear Sciences - Exactly Solvable and Integrable SystemsStatistical Mechanics (cond-mat.stat-mech)010308 nuclear & particles physics[PHYS.HTHE]Physics [physics]/High Energy Physics - Theory [hep-th]Form factor (quantum field theory)Statistical and Nonlinear PhysicsMathematical Physics (math-ph)Method of analysisExtension (predicate logic)Massless particleExactly Solvable and Integrable Systems (nlin.SI)Statistics Probability and Uncertainty
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