Albatross: A scalable simulation-based inference pipeline for analysing stellar streams in the Milky Way
Fuente:
arXiv
Saved in:
| Main Authors: | Alvey, James, Gerdes, Mathis, Weniger, Christoph |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Scalable inference with Autoregressive Neural Ratio Estimation
by: Montel, Noemi Anau, et al.
Published: (2023)
by: Montel, Noemi Anau, et al.
Published: (2023)
Tests for model misspecification in simulation-based inference: from local distortions to global model checks
by: Montel, Noemi Anau, et al.
Published: (2024)
by: Montel, Noemi Anau, et al.
Published: (2024)
Peregrine: Sequential simulation-based inference for gravitational wave signals
by: Bhardwaj, Uddipta, et al.
Published: (2023)
by: Bhardwaj, Uddipta, et al.
Published: (2023)
GHOST commissioning science results -- IV: Chemodynamical analyses of Milky Way satellites Sagittarius II and Aquarius II
by: Zaremba, Daria, et al.
Published: (2025)
by: Zaremba, Daria, et al.
Published: (2025)
Tailored mass estimators for Milky Way dwarf Spheroidals
by: Splawska, Sofia L., et al.
Published: (2026)
by: Splawska, Sofia L., et al.
Published: (2026)
Sequential simulation-based inference for extreme mass ratio inspirals
by: Cole, Philippa S., et al.
Published: (2025)
by: Cole, Philippa S., et al.
Published: (2025)
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)
NGC 3521 as the Milky Way near twin: spectral energy distribution from UV to radio decameter ranges
by: Kompaniiets, O. V., et al.
Published: (2025)
by: Kompaniiets, O. V., et al.
Published: (2025)
Simulation-based inference with deep ensembles: Evaluating calibration uncertainty and detecting model misspecification
by: Alvey, James, et al.
Published: (2025)
by: Alvey, James, et al.
Published: (2025)
Testing a proposed "planarity" tool for studying satellite systems: On the alleged consistency of Milky Way satellite galaxy planes with $Λ$CDM
by: Pawlowski, Marcel S., et al.
Published: (2024)
by: Pawlowski, Marcel S., et al.
Published: (2024)
scida: scalable analysis for scientific big data
by: Byrohl, Chris, et al.
Published: (2024)
by: Byrohl, Chris, et al.
Published: (2024)
HiFAST: an HI data calibration and imaging pipeline for FAST
by: Jing, Yingjie, et al.
Published: (2024)
by: Jing, Yingjie, et al.
Published: (2024)
Simulation-based inference for stochastic gravitational wave background data analysis
by: Alvey, James, et al.
Published: (2023)
by: Alvey, James, et al.
Published: (2023)
PolySwyft: sequential simulation-based nested sampling
by: Scheutwinkel, Kilian H., et al.
Published: (2025)
by: Scheutwinkel, Kilian H., 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)
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)
ProGeny I: a new simple stellar population spectra generator and impact of isochrones / stellar atmospheres / initial mass functions
by: Robotham, A. S. G., et al.
Published: (2024)
by: Robotham, A. S. G., et al.
Published: (2024)
Skykatana: a scalable framework to construct sky masks for the Vera Rubin Observatory and large astronomical surveys
by: Lopez, Claudio, et al.
Published: (2025)
by: Lopez, Claudio, et al.
Published: (2025)
TDCOSMO XIX. Measuring stellar velocity dispersion with sub-percent accuracy for cosmography
by: Knabel, Shawn, et al.
Published: (2025)
by: Knabel, Shawn, et al.
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)
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)
CIGaRS I: Combined simulation-based inference from type Ia supernovae and host photometry
by: Karchev, Konstantin, et al.
Published: (2025)
by: Karchev, Konstantin, et al.
Published: (2025)
pop-cosmos: Scaleable inference of galaxy properties and redshifts with a data-driven population model
by: Thorp, Stephen, et al.
Published: (2024)
by: Thorp, Stephen, et al.
Published: (2024)
Fast likelihood-free inference in the LSS Stage IV era
by: Abellán, Guillermo Franco, et al.
Published: (2024)
by: Abellán, Guillermo Franco, et al.
Published: (2024)
Exploiting the diversity of modeling methods to probe systematic biases in strong lensing analyses
by: Galan, A., et al.
Published: (2024)
by: Galan, A., et al.
Published: (2024)
Probing the faint end of simulated galaxy counts at z>3
by: Fortuni, Flaminia, et al.
Published: (2026)
by: Fortuni, Flaminia, et al.
Published: (2026)
Predicting dark matter halo masses from simulated galaxy images and environments
by: Larson, Austin J., et al.
Published: (2024)
by: Larson, Austin J., et al.
Published: (2024)
Fuzzy Gasoline: Cosmological hydrodynamical simulations of dwarf galaxy formation with Fuzzy Dark Matter
by: Nori, Matteo, et al.
Published: (2024)
by: Nori, Matteo, et al.
Published: (2024)
GalaxyGenius: Mock galaxy image generator for various telescopes from hydrodynamical simulations
by: Zhou, Xingchen, et al.
Published: (2025)
by: Zhou, Xingchen, et al.
Published: (2025)
Deep Learning generated observations of galaxy clusters from dark-matter-only simulations
by: Caro, Andrés, et al.
Published: (2024)
by: Caro, Andrés, et al.
Published: (2024)
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)
Dark from light (DfL): Inferring halo properties from luminous tracers with machine learning trained on cosmological simulations. I. Method, proof of concept & preliminary testing
by: Bluck, Asa F. L., et al.
Published: (2025)
by: Bluck, Asa F. L., et al.
Published: (2025)
Far-infrared lines hidden in archival deep multi-wavelength surveys: Limits on [CII]-158$μ$m at $z \sim 0.3-2.9$
by: Agrawal, Shubh, et al.
Published: (2025)
by: Agrawal, Shubh, 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)
Deep learning based photometric redshifts for the Kilo-Degree Survey Bright Galaxy Sample
by: William, Anjitha John, et al.
Published: (2023)
by: William, Anjitha John, et al.
Published: (2023)
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)
Action and energy clustering of stellar streams in deforming Milky Way dark matter haloes
by: Brooks, Richard A. N., et al.
Published: (2024)
by: Brooks, Richard A. N., et al.
Published: (2024)
The EDGE-CALIFA Survey: An integral field unit-based integrated molecular gas database for galaxy evolution studies in the Local Universe
by: Colombo, D., et al.
Published: (2025)
by: Colombo, D., et al.
Published: (2025)
Euclid Quick Data Release (Q1). Searching for giant gravitational arcs in galaxy clusters with mask region-based convolutional neural networks
by: Euclid Collaboration, et al.
Published: (2025)
by: Euclid Collaboration, et al.
Published: (2025)
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)
Similar Items
-
Scalable inference with Autoregressive Neural Ratio Estimation
by: Montel, Noemi Anau, et al.
Published: (2023) -
Tests for model misspecification in simulation-based inference: from local distortions to global model checks
by: Montel, Noemi Anau, et al.
Published: (2024) -
Peregrine: Sequential simulation-based inference for gravitational wave signals
by: Bhardwaj, Uddipta, et al.
Published: (2023) -
GHOST commissioning science results -- IV: Chemodynamical analyses of Milky Way satellites Sagittarius II and Aquarius II
by: Zaremba, Daria, et al.
Published: (2025) -
Tailored mass estimators for Milky Way dwarf Spheroidals
by: Splawska, Sofia L., et al.
Published: (2026)