Imagen de Portada

Using conditional GANs for convergence map reconstruction with uncertainties

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Whitney, Jessica, Liaudat, Tobías, Price, Matt, Mars, Matthijs, McEwen, Jason D.
Formato:	Preprint
Publicado:	2024
Materias:	Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Generative modelling for mass-mapping with fast uncertainty quantification
por: Whitney, Jessica J., et al.
Publicado: (2024)

Fast emulation of anisotropies induced in the cosmic microwave background by cosmic strings
por: Price, Matthew A., et al.
Publicado: (2023)

Efficient prior sensitivity analysis for Bayesian model comparison
por: Hu, Zixiao, et al.
Publicado: (2026)

Generative imaging for radio interferometry with fast uncertainty quantification
por: Mars, Matthijs, et al.
Publicado: (2025)

Learned harmonic mean estimation of the Bayesian evidence with normalizing flows
por: Polanska, Alicja, et al.
Publicado: (2024)

Simulation-based inference with scattering representations: scattering is all you need
por: Lin, Kiyam, et al.
Publicado: (2024)

Field-level cosmological model selection: field-level simulation-based inference for Stage IV cosmic shear can distinguish dynamical dark energy
por: Mancini, A. Spurio, et al.
Publicado: (2024)

Scattering transforms on the sphere, application to large scale structure modelling
por: Mousset, Louise, et al.
Publicado: (2024)

The future of cosmological likelihood-based inference: accelerated high-dimensional parameter estimation and model comparison
por: Piras, Davide, et al.
Publicado: (2024)

Savage-Dickey density ratio estimation with normalizing flows for Bayesian model comparison
por: Lin, Kiyam, et al.
Publicado: (2025)

Scalable Bayesian uncertainty quantification with data-driven priors for radio interferometric imaging
por: Liaudat, Tobías I., et al.
Publicado: (2023)

Diffusion-based mass map reconstruction from weak lensing data
por: Boruah, Supranta S., et al.
Publicado: (2025)

Distribution-free uncertainty quantification for inverse problems: application to weak lensing mass mapping
por: Leterme, Hubert, et al.
Publicado: (2024)

Optical modeling of systematic uncertainties in detector polarization angles for the Atacama Cosmology Telescope
por: Murphy, Colin C., et al.
Publicado: (2024)

A statistical framework for recovering intensity mapping autocorrelations from crosscorrelations
por: McBride, Lisa, et al.
Publicado: (2023)

Analysis of an iterative reconstruction method in comparison of the standard reconstruction method
por: Chen, Xinyi, et al.
Publicado: (2023)

Learned radio interferometric imaging for varying visibility coverage
por: Mars, Matthijs, et al.
Publicado: (2024)

Cosmic curl -- Features and convergence of the vorticity power spectrum in $N$-body simulations
por: Sørensen, Camilla T. G., et al.
Publicado: (2025)

The Simons Observatory: impact of bandpass, polarization angle and calibration uncertainties on small-scale power spectrum analysis
por: Giardiello, S., et al.
Publicado: (2024)

Optimal map-making with singularities
por: Zhang, Zirui, et al.
Publicado: (2023)

Simulation-based inference with deep ensembles: Evaluating calibration uncertainty and detecting model misspecification
por: Alvey, James, et al.
Publicado: (2025)

Recovering CMB polarization maps with neural networks: Performance in realistic simulations
por: Casas, J. M., et al.
Publicado: (2023)

CMB lensing reconstruction biases from masking extragalactic sources
por: Lembo, Margherita, et al.
Publicado: (2021)

A new method for instrumental profile reconstruction of high resolution spectrographs
por: Milaković, Dinko, et al.
Publicado: (2023)

Needlets and foreground removal for SKAO hydrogen intensity maps
por: De Caro, Bianca, et al.
Publicado: (2025)

Neural style transfer of weak lensing mass maps
por: Shirasaki, Masato, et al.
Publicado: (2023)

The thermal and kinematic Sunyaev-Zeldovich effect in galaxy clusters and filaments using multifrequency temperature maps of the cosmic microwave background: Abell 399--Abell 401 cluster pair case study
por: Gill, Ajay S., et al.
Publicado: (2025)

A general method to reconstruct strong gravitational lenses based on the singular perturbative approach
por: Alard, Christophe
Publicado: (2023)

Characterization of the ESPRESSO Line-Spread Function and Improvement of the Wavelength Calibration Accuracy
por: Schmidt, Tobias M., et al.
Publicado: (2024)

L-BASS: A project to produce an absolutely calibrated 1.4 GHz sky map. II -- Technical Description of the System
por: Zerafa, D. P., et al.
Publicado: (2025)

BrahMap: A scalable and modular map-making framework for the CMB experiments
por: Anand, Avinash, et al.
Publicado: (2025)

Advancing weak lensing mass mapping with a mask-aware HEALPix transformer
por: Wang, Yihe, et al.
Publicado: (2026)

L-BASS: a project to produce an absolutely calibrated 1.4 GHz sky map, I -- Scientific rationale and system overview
por: Zerafa, D. P., et al.
Publicado: (2025)

Ginnungagap -- a massively parallel cosmological initial conditions generator
por: Pilipenko, Sergey, et al.
Publicado: (2025)

Mitigating half-wave plate systematics at the map-making level: calibration requirements for LiteBIRD
por: Raffuzzi, N., et al.
Publicado: (2026)

Hydrogen intensity mapping with MeerKAT: Preserving cosmological signal by optimising contaminant separation
por: Carucci, Isabella P., et al.
Publicado: (2024)

Deep inference of simulated strong lenses in ground-based surveys
por: Poh, Jason, et al.
Publicado: (2025)

$\nabla\cdot{B}=0$ versus the Universe
por: Steinwandel, Ulrich P., et al.
Publicado: (2025)

Approximating non-Gaussian Bayesian partitions with normalising flows: statistics, inference and application to cosmology
por: Röspel, Tobias, et al.
Publicado: (2025)

Markov Walk Exploration of Model Spaces: Bayesian Selection of Dark Energy Models with Supernovae
por: Schosser, Benedikt, et al.
Publicado: (2024)