The inner mass power spectrum of galaxies using strong gravitational lensing: beyond linear approximation
arXiv:1710.03075 · doi:10.1093/mnras/stx2674
Abstract
In the last decade the detection of individual massive dark matter sub-halos has been possible using potential correction formalism in strong gravitational lens imaging. Here we propose a statistical formalism to relate strong gravitational lens surface brightness anomalies to the lens potential fluctuations arising from dark matter distribution in the lens galaxy. We consider these fluctuations as a Gaussian random field in addition to the unperturbed smooth lens model. This is very similar to weak lensing formalism and we show that in this way we can measure the power spectrum of these perturbations to the potential. We test the method by applying it to simulated mock lenses of different geometries and by performing an MCMC analysis of the theoretical power spectra. This method can measure density fluctuations in early type galaxies on scales of 1-10 kpc at typical rms-levels of a percent, using a single lens system observed with the Hubble Space Telescope with typical signal-to-noise ratios obtained in a single orbit.
Cited by in corpus (16)
- Mining for Dark Matter Substructure: Inferring subhalo population properties from strong lenses with machine learning
- High-quality strong lens candidates in the final Kilo Degree survey footprint
- Strong lensing in UNIONS: Toward a pipeline from discovery to modeling
- Sensitivity of strong lensing observations to dark matter substructure: a case study with Euclid
- Using wavelets to capture deviations from smoothness in galaxy-scale strong lenses
- Estimating the warm dark matter mass from strong lensing images with truncated marginal neural ratio estimation
- The Very Knotty Lenser: exploring the role of regularization in source and potential reconstructions using Gaussian Process Regression
- Astrophysical Tests of Dark Matter Self-Interactions
- RXJ0437+00: Constraining Dark Matter with Exotic Gravitational Lenses
- Probing sub-galactic mass structure with the power spectrum of surface-brightness anomalies in high-resolution observations of galaxy-galaxy strong gravitational lenses. I. Power-spectrum measurement and feasibility study
- Modeling lens potentials with continuous neural fields in galaxy-scale strong lenses
- Interlopers speak out: studying the dark universe using small-scale lensing anisotropies
- Science from an Ultra-Deep, High-Resolution Millimeter-Wave Survey
- Anisotropic strong lensing as a probe of dark matter self-interactions
- Measuring the Substructure Mass Power Spectrum of 23 SLACS Strong Galaxy-Galaxy Lenses with Convolutional Neural Networks
- ALMA Measurement of 10 kpc-scale Lensing Power Spectra towards the Lensed Quasar MG J0414+0534