Search results for " Models"

showing 10 items of 4240 documents

A topological substructural approach for the prediction of P-glycoprotein substrates

2006

A topological substructural molecular design approach (TOPS-MODE) has been used to predict whether a given compound is a P-glycoprotein (P-gp) substrate or not. A linear discriminant model was developed to classify a data set of 163 compounds as substrates or nonsubstrates (91 substrates and 72 nonsubstrates). The final model fit the data with sensitivity of 82.42% and specificity of 79.17%, for a final accuracy of 80.98%. The model was validated through the use of an external validation set (40 compounds, 22 substrates and 18 nonsubstrates) with a 77.50% of prediction accuracy; fivefold full cross-validation (removing 40 compounds in each cycle, 80.50% of good prediction) and the predictio…

Quantitative structure–activity relationshipMolecular modelLinear modelQuantitative Structure-Activity RelationshipPharmaceutical ScienceLinear discriminant analysisTopologyModels BiologicalData setSet (abstract data type)Pharmaceutical PreparationsPredictive Value of TestsTest setLinear ModelsComputer SimulationATP Binding Cassette Transporter Subfamily B Member 1Sensitivity (control systems)FluoroquinolonesMathematicsJournal of Pharmaceutical Sciences
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Witnessing objectivity on a quantum computer

2021

Understanding the emergence of objectivity from the quantum realm has been a long standing issue strongly related to the quantum to classical crossover. Quantum Darwinism provides an answer, interpreting objectivity as consensus between independent observers. Quantum computers provide an interesting platform for such experimental investigation of quantum Darwinism, fulfilling their initial intended purpose as quantum simulators. Here we assess to what degree current NISQ devices can be used as experimental platforms in the field of quantum Darwinism. We do this by simulating an exactly solvable stochastic collision model, taking advantage of the analytical solution to benchmark the experime…

Quantum PhysicsPhysics and Astronomy (miscellaneous)Materials Science (miscellaneous)FOS: Physical sciences01 natural sciencesAtomic and Molecular Physics and OpticsSettore FIS/03 - Fisica Della Materia010305 fluids & plasmas0103 physical sciencesOpen quantum systems quantum darwinism quantum objectivityElectrical and Electronic Engineeringcollision models; objectivity; quantum computers; quantum Darwinism; quantum information010306 general physicsQuantum Physics (quant-ph)
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Spin‐Chain‐Star Systems: Entangling Multiple Chains of Spin Qubits

2022

We consider spin-chain-star systems characterized by N-wise many-body interactions between the spins in each chain and the central one. We show that such systems can be exactly mapped into standard spin-star systems through unitary transformations. Such an approach allows the solution of the dynamic problem of an XX$X X$ spin-chain-star model and transparently shows the emergence of quantum correlations in the system, based on the idea of entanglement between chains.

Quantum PhysicsSettore FIS/02 - Fisica Teorica Modelli E Metodi Matematicimulti-partite entanglement generationspin-chain-star systemsFOS: Physical sciencesGeneral Physics and Astronomymany-body interactionsCondensed Matter::Strongly Correlated ElectronsQuantum Physics (quant-ph)quantum spin models
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Vanishing chiral couplings in the large-Nc resonance theory

2007

5 pages, 2 figures.-- PACS nrs.: 12.39.Fe; 11.15.Pg; 12.38.-t.-- ISI Article Identifier: 000247625300022.-- ArXiv pre-print available at: http://arxiv.org/abs/hep-ph/0611375

Quantum chromodynamicsPhysicsNuclear and High Energy PhysicsParticle physicsChiral perturbation theory[PACS] Chiral Lagrangians in quark modelsHigh Energy Physics::LatticeHigh Energy Physics::PhenomenologyForm factor (quantum field theory)FOS: Physical sciencesPerturbation theoryResonance (particle physics)Low-energy constantsHigh Energy Physics - Phenomenologysymbols.namesake[PACS] Expansions for large numbers of components (e.g. 1/Nc expansions) in gauge theoriesHigh Energy Physics - Phenomenology (hep-ph)Quantum Chromodynamics (QCD)Resonance theorysymbolsPerturbation theoryChirality (chemistry)Lagrangian
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Pion transverse momentum dependent parton distributions in the Nambu and Jona-Lasinio model

2015

An explicit evaluation of the two pion transverse momentum dependent parton distributions at leading twist is presented, in the framework of the Nambu-Jona Lasinio model with Pauli-Villars regularization. The transverse momentum dependence of the obtained distributions is generated solely by the dynamics of the model. Using these results, the so called generalized Boer-Mulders shift is studied and compared with recent lattice data. The obtained agreement is very encouraging, in particular because no additional parameter has been introduced. A more conclusive comparison would require a precise knowledge of the QCD evolution of the transverse momentum dependent parton distributions under scru…

Quantum chromodynamicsPhysicsNuclear and High Energy PhysicsParticle physicsHigh Energy Physics::LatticeDynamics (mechanics)High Energy Physics::PhenomenologyDeep Inelastic ScatteringLattice (group)FOS: Physical sciencesFísicaPartonChiral Lagrangians; Deep Inelastic Scattering; Phenomenological Models; Nuclear and High Energy PhysicsHigh Energy Physics - PhenomenologyHigh Energy Physics - Phenomenology (hep-ph)PionRegularization (physics)Chiral LagrangiansTransverse momentumTwistNuclear ExperimentPhenomenological Models
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Objective features in quantum states

2023

One of the key features of quantum mechanics is that any superposition of quantum states is in itself a legitimate quantum state. This has far reaching consequences, and is behind the stark difference in behaviour between quantum and classical systems. In particular, quantum systems are not -unlike classical ones- intrinsically objective, that is, different observers are not always able to agree on the properties of the system. Understanding the conditions for objectivity in quantum states is therefore key to address the wider issue of the quantum-to-classical transition. Here, we discuss several aspects of quantum objectivity, and in particular subtleties that arise to the definitions of o…

Quantum objectivityOpen quantum systemQuantum DarwinismCollision modelsQuantum-to-classical transitionSettore FIS/03 - Fisica Della MateriaSpectrum broadcast structure
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Collision models in quantum optics

2017

AbstractQuantum collision models (CMs) provide advantageous case studies for investigating major issues in open quantum systems theory, and especially quantum non-Markovianity. After reviewing their general definition and distinctive features, we illustrate the emergence of a CM in a familiar quantum optics scenario. This task is carried out by highlighting the close connection between the well-known input-output formalism and CMs. Within this quantum optics framework, usual assumptions in the CMs’ literature - such as considering a bath of noninteracting yet initially correlated ancillas - have a clear physical origin.

Quantum opticsTechnologyQuantum PhysicsCollision models; quantum non-Markovian dynamics; input-output formalism.Formalism (philosophy)Computer scienceTFOS: Physical sciencesCollision modelCollision01 natural sciences010305 fluids & plasmasquantum non-Markovian dynamicTheoretical physicsquantum non-markovian dynamicsSystems theorycollision models0103 physical sciencesinput-output formalismConnection (algebraic framework)input-output formalism.010306 general physicsQuantum Physics (quant-ph)Quantum
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Effective Theories for QCD-like at TeV Scale

2014

We study the Effective Field Theory of three QCD-like theories, which can be classified by having quarks in a complex, real or pseudo-real representations of the gauge group. The Lagrangians are written in a very similar way so that the calculations can be done using techniques from Chiral Perturbation Theory (ChPT). We calculated the vacuum-expectation-value, the mass and the decay constant of pseudo-Goldstone Bosons up to next-to-next-to leading order (NNLO) \cite{Bijnens:2009qm}. The various channels of general $n$ flavour meson-meson scattering of the three theories are systematically studied and calculated up to NNLO \cite{Bijnens:2011fm}. We also calculated the vector, axial-vector, s…

QuarkNuclear and High Energy PhysicsParticle physicsChiral perturbation theoryTechnicolorHigh Energy Physics::LatticeSpontaneous symmetry breakingNuclear TheoryFOS: Physical sciencesTechnicolorChiral Lagrangian01 natural sciencesHigh Energy Physics - Phenomenology (hep-ph)High Energy Physics - LatticeGauge group0103 physical sciencesEffective field theory010306 general physicsLattice Gauge Field TheoriesBosonPhysicsQuantum chromodynamics010308 nuclear & particles physicsHigh Energy Physics - Lattice (hep-lat)High Energy Physics::Phenomenologychiral extrapolationSpontaneous Symmetry BreakingHigh Energy Physics - PhenomenologyComposite ModelsHigh Energy Physics::ExperimentNuclear and Particle Physics Proceedings
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Faddeev study of heavy baryon spectroscopy

2007

16 pages, 3 figures.-- PACS nrs.: 12.39.Jh, 12.39.Pn, 14.20.-c.-- ISI Article Identifier: 000246249100015.-- ArXiv pre-print available at: http://arxiv.org/abs/hep-ph/0703257

QuarkNuclear and High Energy PhysicsParticle physicsHigh Energy Physics::LatticeNuclear TheoryConstituent quarkFOS: Physical sciencesPosition and momentum spaceBottom quarkHyperfine interactionsHigh Energy Physics - Phenomenology (hep-ph)ChromodynamicsSymmetry breakingCharm (quantum number)Nuclear ExperimentPhysicsCharmed baryonsNonrelativistic quark modelsHigh Energy Physics::PhenomenologyFísicaQuantum numberFlip-flop modelBaryonHigh Energy Physics - PhenomenologyHigh Energy Physics::ExperimentNucleon-nucleon interactionBaryon spectra
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Semileptonic bc to cc and bb to bc baryon decays and heavy quark spin symmetry

2009

5th International Conference on Quarks and Nuclear Physics (QNP09). Inst High Energy Phys Chinese Acad Sci, Beijing, PEOPLES R CHINA, SEP 21-25, 2009

QuarkNuclear and High Energy PhysicsParticle physicsHigh Energy Physics::LatticeNuclear TheoryFOS: Physical sciencesConstituent quark modelsAstrophysics::Cosmology and Extragalactic AstrophysicsLambdaOmegaHigh Energy Physics - Phenomenology (hep-ph)Semileptonic decaysNuclear ExperimentInstrumentationSpin-½Quantum chromodynamicsPhysicsQuark modelHigh Energy Physics::PhenomenologyForm factor (quantum field theory)FísicaAstronomy and AstrophysicsBaryonHigh Energy Physics - PhenomenologyHigh Energy Physics::ExperimentHeavy quark spin symmetry
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