Non-parametric reconstruction of interaction in the cosmic dark sector
arXiv:2105.09995 · doi:10.1103/PhysRevD.103.123530
Abstract
The possibility of a non-gravitational interaction between the dark matter and the dark energy has been reconstructed using some recent datasets. The crucial aspect is that the interaction is not parametrized at the outset, but rather reconstructed directly from the data in a non-parametric way. The Cosmic Chronometer Hubble data, the Pantheon Supernova compilation of CANDELS and CLASH Multy-Cycle Treasury programs obtained by the HST, and the Baryon Acoustic Oscillation Hubble data have been considered in this work. The widely accepted Gaussian Process is used for the reconstruction. The results clearly indicate that a no interaction scenario is quite a possibility. Also, the interaction, if any, is not really significant at the present epoch. The direction of the flow of energy is clearly from the dark energy to the dark matter which is consistent with the thermodynamic requirement.
19 pages, 12 sets of figures, Accepted for publication in Phys. Rev. D
References in corpus (35)
- Dynamics of dark energy
- Raising the bar: new constraints on the Hubble parameter with cosmic chronometers at z2
- Baryon Acoustic Oscillations in the Lyα forest of BOSS DR11 quasars
- Reconstructing Dark Energy
- Baryon Acoustic Oscillations in the Ly-α forest of BOSS quasars
- Indications of a late-time interaction in the dark sector
- Gaussian Process Cosmography
- Dynamics of interacting dark energy
- Baryon acoustic oscillations from the complete SDSS-III Ly-quasar cross-correlation function at
- Consequences of dark matter-dark energy interaction on cosmological parameters derived from SNIa data
- Effects of the interaction between dark energy and dark matter on cosmological parameters
- Le Chatelier-Braun principle in cosmological physics
- Probing the interaction between dark matter and dark energy in the presence of massive neutrinos
- Nonparametric Dark Energy Reconstruction from Supernova Data
- Nonparametric Reconstruction of the Dark Energy Equation of State
- Reconstructing the interaction between dark energy and dark matter using Gaussian Processes
- Coupled dark matter-dark energy in light of near Universe observations
- A new interacting two fluid model and its consequences
- Novel approach towards the large-scale stable Interacting Dark-Energy models and their Astronomical Bounds
- Cosmological parameter analyses using transversal BAO data
- Two scalar field cosmology: Conservation laws and exact solutions
- Constraining a dark matter and dark energy interaction scenario with a dynamical equation of state
- Phase Space Analysis of the Accelerating Multi-fluid Universe
- We do not live in the R_h = c t universe
- Quintessence reconstructed: new constraints and tracker viability
- In search of the dark matter dark energy interaction: a kinematic approach
- Coupled dark energy with perturbed Hubble expansion rate
- Cosmological constraints on coupled dark energy
- Non-parametric reconstruction of the cosmological \textit{jerk} parameter
- Improved constraints on the dark energy equation of state using Gaussian processes
- Distinguishing interacting dark energy from wCDM with CMB, lensing, and baryon acoustic oscillation data
- Considerations on the thermal equilibrium between matter and the cosmic horizon
- Non-parametric dark energy reconstruction using the tomographic Alcock-Paczynski test
- Searching for the Evidence of Dynamical Dark Energy
- Reconstruction of interaction rate in Holographic dark energy
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- Reconciling : Insights from Interacting Dark Sectors
- Non-parametric reconstruction of cosmological observables using Gaussian Processes Regression
- Gaussian-process reconstructions and model building of quintom dark energy from latest cosmological observations
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- Reconstructing the Hubble parameter with future Gravitational Wave missions using Machine Learning
- A possible late-time transition of inferred via neural networks
- On the uniqueness of CDM-like evolution for homogeneous and isotropic cosmology in General Relativity
- Signature flip in deceleration parameter: A thermodynamic phase transition?
- When Dark Matter Heats Up: A Model-Independent Search for Non-Cold Behavior
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- Dissecting the and tensions with Planck + BAO + supernova type Ia in multi-parameter cosmologies
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