Information Gain in Cosmology: From the Discovery of Expansion to Future Surveys
arXiv:1606.06273
Abstract
Facing the advent of the next generation cosmological surveys we present a method to forecast knowledge gain on cosmological models. We propose this as a well defined and general tool to quantify the performance of different experiments in relation to different theoretical models. In particular, the assessment of experimental performance will benefit enormously from the fact that this method is invariant under re-parametrization of the model. We apply this to future surveys and compare expected knowledge advancements to the most relevant experiments performed over the history of modern cosmology. When considering the standard cosmological model, we show that it will rapidly reach knowledge saturation in the near future and forthcoming improvements will not match the past ones. On the contrary, we find that new observations have the potential for unprecedented knowledge jumps when extensions of the standard scenario are considered.
6 pages, 2 figures
Cited by in corpus (14)
- Planck 2018 results. X. Constraints on inflation
- Dynamical dark energy in light of the latest observations
- Quantifying tensions in cosmological parameters: Interpreting the DES evidence ratio
- preparation: XV. Forecasting cosmological constraints for the and CMB joint analysis
- Dark Energy Survey Year 3 Results: Optimizing the Lens Sample in Combined Galaxy Clustering and Galaxy-Galaxy Lensing Analysis
- Euclid preparation: VII. Forecast validation for Euclid cosmological probes
- Bayesian inflationary reconstructions from Planck 2018 data
- Prospects of testing late-time cosmology with weak lensing of gravitational waves and galaxy surveys
- Exploring Cosmic Origins with CORE: Cluster Science
- A thorough investigation of the prospects of eLISA in addressing the Hubble tension: Fisher Forecast, MCMC and Machine Learning
- The impact of relativistic effects on the 3D Quasar-Lyman- cross-correlation
- Fisher Matrix Stability
- Revisiting primordial magnetic fields through 21-cm physics: Bounds and forecasts
- One Extension to Explain Them All, One Scale-Invariant Spectrum to Test Them All, and in One Model Bind Them