Cover Image

Robustness of Neural Networks for CMB Polarization Foreground Removal

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bachar, Luca Gomez, Dvorkin, Cora, Supanitsky, Alberto Daniel
Format:	Preprint
Published:	2026
Subjects:	Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics High Energy Physics - Phenomenology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Precise Cosmological Constraints from BOSS Galaxy Clustering with a Simulation-Based Emulator of the Wavelet Scattering Transform
by: Valogiannis, Georgios, et al.
Published: (2023)

Pulsar Polarization Array Limits on Ultralight Axion-like Dark Matter
by: Xue, Xiao, et al.
Published: (2024)

Cosmic Strings-induced CMB anisotropies in light of Weighted Morphology
by: Afzal, Adeela, et al.
Published: (2025)

Statistical imprints of wave-like dark matter on multiply-imaged galaxies in strong cluster lenses from JWST
by: Ephremidze, Nino, et al.
Published: (2026)

Primordial magnetic fields in the light of upcoming post-EoR Lyman-$α$ and 21-cm observations
by: Bhaumik, Arko, et al.
Published: (2026)

Kinematic Lensing Ratio: Reviving Weak Lensing Cosmography as a Geometric Dark Energy Probe
by: Li, Qinxun
Published: (2026)

Dynamical Dark Energy Implies a Coupled Dark Sector: Insights from DESI DR2 via a Data-Driven Approach
by: You, Changyu, et al.
Published: (2025)

Cutting corners: Hypersphere sampling as a new standard for cosmological emulators
by: Nygaard, Andreas, et al.
Published: (2024)

One never walks alone: the effect of the perturber population on subhalo measurements in strong gravitational lenses
by: Coogan, Adam, et al.
Published: (2022)

SKATR: A Self-Supervised Summary Transformer for SKA
by: Ore, Ayodele, et al.
Published: (2024)

OmniCosmos: Transferring Particle Physics Knowledge Across the Cosmos
by: Mikuni, Vinicius, et al.
Published: (2025)

PROSPECT: A profile likelihood code for frequentist cosmological parameter inference
by: Holm, Emil Brinch, et al.
Published: (2023)

PINNferring the Hubble Function with Uncertainties
by: Röver, Lennart, et al.
Published: (2024)

Probing Dark Matter with Strong Gravitational Lensing through an Effective Density Slope
by: Şengül, Atınç Çağan, et al.
Published: (2022)

Fast Fourier Transform evaluation of the Fresnel integral for gravitational-wave lensing
by: Ephremidze, Nino, et al.
Published: (2026)

Deep Learning for CMB Foreground Removal and Beam Deconvolution: A U-Net GAN Approach
by: M, Obasho, et al.
Published: (2025)

A forecast of the sensitivity of the DALI Experiment to Galactic axion dark matter
by: Cabrera, Juan F. Hernández, et al.
Published: (2023)

Echo-free quality factor of a multilayer axion haloscope
by: Hernández-Cabrera, Juan F., et al.
Published: (2024)

Subhalo effective density slope measurements from HST strong lensing data with neural likelihood-ratio estimation
by: Zhang, Gemma, et al.
Published: (2023)

Extracting the Epoch of Reionization Signal with 3D U-Net Neural Networks Using Data-driven Systematic Effect Model
by: Gao, Li-Yang, et al.
Published: (2024)

Indirect Detection of eV Dark Matter via Infrared Spectroscopy
by: Bessho, Taiki, et al.
Published: (2022)

Optimal, fast, and robust inference of reionization-era cosmology with the 21cmPIE-INN
by: Schosser, Benedikt, et al.
Published: (2024)

First Result for Dark Matter Search by WINERED
by: Yin, Wen, et al.
Published: (2024)

Latin American HECAP Physics Briefing Book 2025
by: Acero, Mario A., et al.
Published: (2026)

Probing Majoron Dark Matter with Gravitational Wave Detectors
by: Obata, Ippei, et al.
Published: (2026)

The Cosmological Simulation Code OpenGadget3 - Implementation of Self-Interacting Dark Matter
by: Fischer, Moritz S., et al.
Published: (2026)

Robust inference of gravitational wave source parameters in the presence of noise transients using normalizing flows
by: Xiong, Chun-Yu, et al.
Published: (2024)

Mineral Detection of Neutrinos and Dark Matter 2024. Proceedings
by: Baum, Sebastian, et al.
Published: (2024)

Mineral Detection of Neutrinos and Dark Matter 2025 Proceedings
by: Hirose, Shigenobu, et al.
Published: (2025)

Learning Theory Informed Priors for Bayesian Inference: A Case Study with Early Dark Energy
by: Toomey, Michael W., et al.
Published: (2024)

DALI sensitivity to streaming axion dark matter
by: De Miguel, Javier, et al.
Published: (2024)

Probing Benchmark Models of Hidden-Sector Dark Matter with DAMIC-M
by: M Collaboration, et al.
Published: (2025)

Full-shape analysis with simulation-based priors: cosmological parameters and the structure growth anomaly
by: Ivanov, Mikhail M., et al.
Published: (2024)

Light Dark Matter Search with 7.8 Tonne-Year of Ionization-Only Data in XENONnT
by: Aprile, E., et al.
Published: (2026)

WIMP Dark Matter Search using a 3.1 Tonne-Year Exposure of the XENONnT Experiment
by: Aprile, E., et al.
Published: (2025)

Projected Sensitivity of Paleo-Detectors to Dark Matter Effective Interactions with Nuclei
by: Theodosopoulos, Dionysios P., et al.
Published: (2026)

Two-Step Procedure to Detect Cosmological Gravitational Wave Backgrounds with Next-Generation Terrestrial Gravitational-Wave Detectors
by: Zhong, Haowen, et al.
Published: (2025)

spectroxide: A code package for computing cosmic microwave background spectral distortions
by: Baker, Ethan, et al.
Published: (2026)

Asymmetric Warm Dark Matter: from Cosmological Asymmetry to Chirality of Life
by: Yin, Wen, et al.
Published: (2024)

Assessing the robustness of amortized simulation-based inference to transient noise in gravitational-wave ringdowns
by: Liu, Song-Tao, et al.
Published: (2026)