VROOM-SBI: A Fast Simulation-Based Bayesian Inference Methodology for QU-Fitting
Fuente:
arXiv
Saved in:
| Main Authors: | Pal, Arpan, Jagannathan, Preshanth |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Flexible Simulation Based Inference for Galaxy Photometric Fitting with Synthesizer
by: Harvey, Thomas, et al.
Published: (2025)
by: Harvey, Thomas, et al.
Published: (2025)
Unlocking 21cm Cosmology with SBI: A Beginner friendly NRE for Inference of Astrophysical Parameters
by: Sen, Bisweswar
Published: (2025)
by: Sen, Bisweswar
Published: (2025)
LITMUS: Bayesian Lag Recovery in Reverberation Mapping with Fast Differentiable Models
by: McDougall, Hugh G., et al.
Published: (2025)
by: McDougall, Hugh G., et al.
Published: (2025)
Dynamic SBI: Round-free Sequential Simulation-Based Inference with Adaptive Datasets
by: Lyu, Huifang, et al.
Published: (2025)
by: Lyu, Huifang, et al.
Published: (2025)
$\texttt{21cmLSTM}$: A Fast Memory-based Emulator of the Global 21 cm Signal with Unprecedented Accuracy
by: Jones, J. Dorigo, et al.
Published: (2024)
by: Jones, J. Dorigo, et al.
Published: (2024)
A hierarchical Bayesian pipeline for soliton-plus-NFW inference on SPARC rotation curves: diagnostics and prior-boundary behaviour
by: Panthi, Prasun, et al.
Published: (2026)
by: Panthi, Prasun, et al.
Published: (2026)
SOAP: A Python Package for Calculating the Properties of Galaxies and Halos Formed in Cosmological Simulations
by: McGibbon, Robert, et al.
Published: (2025)
by: McGibbon, Robert, et al.
Published: (2025)
Modeling Galaxy Formation in Cosmological Simulations with CRK-HACC
by: Frontiere, Nicholas, et al.
Published: (2025)
by: Frontiere, Nicholas, et al.
Published: (2025)
The Wrath of KAN: Enabling Fast, Accurate, and Transparent Emulation of the Global 21 cm Cosmology Signal
by: Jones, J. Dorigo, et al.
Published: (2025)
by: Jones, J. Dorigo, et al.
Published: (2025)
The Multi-Scale Multi-Phase Circumgalactic Medium: Observed and Simulated
by: Peroux, Celine, et al.
Published: (2024)
by: Peroux, Celine, et al.
Published: (2024)
Identifying Halos in Cosmological Simulations with Continuous Wavelet Analysis: The 2D Case
by: Li, Minxing, et al.
Published: (2024)
by: Li, Minxing, et al.
Published: (2024)
Learning the Cosmic Web: Graph-based Classification of Simulated Galaxies by their Dark Matter Environments
by: Kololgi, Dakshesh, et al.
Published: (2025)
by: Kololgi, Dakshesh, et al.
Published: (2025)
High-Precision Galaxy Clustering Predictions from Small-Volume Hydrodynamical Simulations via Control Variates
by: Doytcheva, Alexandra, et al.
Published: (2024)
by: Doytcheva, Alexandra, et al.
Published: (2024)
The Three Hundred Project: Mapping The Matter Distribution in Galaxy Clusters Via Deep Learning from Multiview Simulated Observations
by: de Andres, Daniel, et al.
Published: (2023)
by: de Andres, Daniel, et al.
Published: (2023)
GenSBI: Generative Methods for Simulation-Based Inference in JAX
by: Amerio, Aurelio
Published: (2026)
by: Amerio, Aurelio
Published: (2026)
Modeling Galaxy Surveys with Hybrid SBI
by: Zhang, Gemma, et al.
Published: (2025)
by: Zhang, Gemma, et al.
Published: (2025)
Survey Footprint Explorer: A Browser-Based Interactive Tool for Visualizing and Cross-Matching Astronomical Survey Footprints
by: Ahad, S. L., et al.
Published: (2026)
by: Ahad, S. L., et al.
Published: (2026)
A scalable Bayesian framework for galaxy emission line detection and redshift estimation
by: Kuhn, Alexander, et al.
Published: (2026)
by: Kuhn, Alexander, et al.
Published: (2026)
ColdPress: Efficient Quantile-Based Compression of Photometric Redshift PDFs
by: Hernán-Caballero, Antonio
Published: (2025)
by: Hernán-Caballero, Antonio
Published: (2025)
Living on the edge. A quantitative warning on boundary artifacts in the IllustrisTNG
by: Mitrašinović, Ana
Published: (2025)
by: Mitrašinović, Ana
Published: (2025)
A visibility-based angular bispectrum estimator for radio-interferometric data
by: Gill, Sukhdeep Singh, et al.
Published: (2024)
by: Gill, Sukhdeep Singh, et al.
Published: (2024)
pop-cosmos: A comprehensive picture of the galaxy population from COSMOS data
by: Alsing, Justin, et al.
Published: (2024)
by: Alsing, Justin, et al.
Published: (2024)
A short review on joint weak and strong cluster lens-mass reconstruction
by: Normann, Ben David, et al.
Published: (2024)
by: Normann, Ben David, et al.
Published: (2024)
Machine Learning Frameworks for Large-Scale Radio Surveys: A Summary of Recent Studies
by: Gupta, Nikhel
Published: (2025)
by: Gupta, Nikhel
Published: (2025)
A compact group lens modeled with GIGA-Lens: Enhanced inference for complex systems
by: Urcelay, F., et al.
Published: (2024)
by: Urcelay, F., et al.
Published: (2024)
CCAT: A status update on the EoR-Spec instrument module for Prime-Cam
by: Freundt, Rodrigo, et al.
Published: (2024)
by: Freundt, Rodrigo, et al.
Published: (2024)
Illuminating the Physics of Cosmic Origin and Evolution: A UK Space Frontiers 2035 White Paper
by: Beutler, Florian, et al.
Published: (2026)
by: Beutler, Florian, et al.
Published: (2026)
Albatross: A scalable simulation-based inference pipeline for analysing stellar streams in the Milky Way
by: Alvey, James, et al.
Published: (2023)
by: Alvey, James, et al.
Published: (2023)
$\texttt{DiffLense}$: A Conditional Diffusion Model for Super-Resolution of Gravitational Lensing Data
by: Reddy, Pranath, et al.
Published: (2024)
by: Reddy, Pranath, et al.
Published: (2024)
Probing Dark Matter Substructures with Free-Form Modelling: A Case Study of the `Jackpot' Strong Lens
by: Cao, Xiaoyue, et al.
Published: (2025)
by: Cao, Xiaoyue, et al.
Published: (2025)
Gaia Focused Product Release: A catalogue of sources around quasars to search for strongly lensed quasars
by: Gaia Collaboration, et al.
Published: (2023)
by: Gaia Collaboration, et al.
Published: (2023)
dolphin: A fully automated forward modeling pipeline powered by artificial intelligence for galaxy-scale strong lenses
by: Shajib, Anowar J., et al.
Published: (2025)
by: Shajib, Anowar J., et al.
Published: (2025)
Disentangling Target Lines from Interlopers and Continuum with Neural Networks: A SPHEREx Intensity Mapping Case Study
by: Cagliari, Marina S., et al.
Published: (2025)
by: Cagliari, Marina S., et al.
Published: (2025)
The MeerKAT Fornax Survey IV. A close look at the cluster physics through the densest rotation measure grid
by: Loi, Francesca, et al.
Published: (2025)
by: Loi, Francesca, et al.
Published: (2025)
A New PSF Deconvolution Algorithm: Simultaneous Spatial Resolution Enhancement and Point Source Removal for Morphological Analysis of AGN Host Galaxies
by: Kawase, Ren, et al.
Published: (2026)
by: Kawase, Ren, et al.
Published: (2026)
Why the Northern Hemisphere Needs a 30-40 m Telescope and the Science at Stake: A Low Surface Brightness Science Case
by: Montes, Mireia, et al.
Published: (2025)
by: Montes, Mireia, et al.
Published: (2025)
Accounting for Selection Effects in Supernova Cosmology with Simulation-Based Inference and Hierarchical Bayesian Modelling
by: Boyd, Benjamin M., et al.
Published: (2024)
by: Boyd, Benjamin M., et al.
Published: (2024)
A New Window into the Baryon Cycle at Cosmic Noon with Line Intensity Mapping: Forecasts for auto- and cross-correlations in [CII]-158$μ$m, HI 21 cm, CO$_{J+1\rightarrow J}$, and H$α$ galaxies
by: Agrawal, Shubh, et al.
Published: (2026)
by: Agrawal, Shubh, et al.
Published: (2026)
Tailored mass estimators for Milky Way dwarf Spheroidals
by: Splawska, Sofia L., et al.
Published: (2026)
by: Splawska, Sofia L., et al.
Published: (2026)
Separation of polarized dust emission in Planck observations with Scattering Transforms
by: Tsouros, Alexandros, et al.
Published: (2026)
by: Tsouros, Alexandros, et al.
Published: (2026)
Similar Items
-
Flexible Simulation Based Inference for Galaxy Photometric Fitting with Synthesizer
by: Harvey, Thomas, et al.
Published: (2025) -
Unlocking 21cm Cosmology with SBI: A Beginner friendly NRE for Inference of Astrophysical Parameters
by: Sen, Bisweswar
Published: (2025) -
LITMUS: Bayesian Lag Recovery in Reverberation Mapping with Fast Differentiable Models
by: McDougall, Hugh G., et al.
Published: (2025) -
Dynamic SBI: Round-free Sequential Simulation-Based Inference with Adaptive Datasets
by: Lyu, Huifang, et al.
Published: (2025) -
$\texttt{21cmLSTM}$: A Fast Memory-based Emulator of the Global 21 cm Signal with Unprecedented Accuracy
by: Jones, J. Dorigo, et al.
Published: (2024)