Data-driven dust inference at mid-to-high Galactic latitudes using probabilistic machine learning
Fuente:
arXiv
Saved in:
| Main Authors: | O'Callaghan, Matthew, Mandel, Kaisey S., Gilmore, Gerry |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Quantifying Interstellar Extinction at High Galactic Latitudes
by: O'Callaghan, Matthew, et al.
Published: (2023)
by: O'Callaghan, Matthew, et al.
Published: (2023)
Misspecification-robust amortised simulation-based inference using variational methods
by: O'Callaghan, Matthew, et al.
Published: (2025)
by: O'Callaghan, Matthew, et al.
Published: (2025)
On the origin of the environmental step: A BayeSN view of the ZTF SN Ia DR2
by: Ginolin, Madeleine, et al.
Published: (2026)
by: Ginolin, Madeleine, et al.
Published: (2026)
Scalable hierarchical BayeSN inference: Investigating dependence of SN Ia host galaxy dust properties on stellar mass and redshift
by: Grayling, Matthew, et al.
Published: (2024)
by: Grayling, Matthew, et al.
Published: (2024)
Molecular hydrogen in filaments at high Galactic latitudes
by: Kalberla, P. M. W.
Published: (2025)
by: Kalberla, P. M. W.
Published: (2025)
The cold neutral medium in filaments at high Galactic latitudes
by: Kalberla, P. M. W.
Published: (2025)
by: Kalberla, P. M. W.
Published: (2025)
Using Rest-Frame Optical and NIR Data from the RAISIN Survey to Explore the Redshift Evolution of Dust Laws in SN Ia Host Galaxies
by: Thorp, Stephen, et al.
Published: (2024)
by: Thorp, Stephen, et al.
Published: (2024)
Caustics and velocity caustics in the diffuse interstellar medium at high Galactic latitudes
by: Kalberla, P. M. W.
Published: (2023)
by: Kalberla, P. M. W.
Published: (2023)
Peculiar velocities at low Galactic latitude
by: Mould, Jeremy, et al.
Published: (2026)
by: Mould, Jeremy, et al.
Published: (2026)
PHANGS-ML: dissecting multiphase gas and dust in nearby galaxies using machine learning
by: Baron, Dalya, et al.
Published: (2024)
by: Baron, Dalya, et al.
Published: (2024)
Identification and distance measurement of dust clouds at high latitude by a clustering hierarchical algorithm
by: Sun, Mingxu, et al.
Published: (2024)
by: Sun, Mingxu, et al.
Published: (2024)
Predicting dust temperature from molecular line data using machine learning
by: Dougome, Tenta, et al.
Published: (2026)
by: Dougome, Tenta, et al.
Published: (2026)
The VMC Survey : LI. Classifying extragalactic sources using a probabilistic random forest supervised machine learning algorithm
by: Pennock, Clara M., et al.
Published: (2025)
by: Pennock, Clara M., et al.
Published: (2025)
Data-driven stellar intrinsic colors and dust reddenings for spectro-photometric data: From the blue-edge method to a machine-learning approach
by: Zhao, He, et al.
Published: (2024)
by: Zhao, He, et al.
Published: (2024)
Loose threads: parsec-scale filamentation in the high Galactic latitude molecular clouds MBM 3 and MBM 16
by: Monaci, Marco, et al.
Published: (2025)
by: Monaci, Marco, et al.
Published: (2025)
Runaway blue main-sequence stars at high Galactic latitudes. Target selection with Gaia and spectroscopic identification
by: Raddi, Roberto, et al.
Published: (2020)
by: Raddi, Roberto, et al.
Published: (2020)
The Galactic distribution of planetary nebulae with different types of dust
by: Hernández-Juárez, Diego, et al.
Published: (2026)
by: Hernández-Juárez, Diego, et al.
Published: (2026)
The Galactic latitude dependency of Faraday complexity in the S-PASS/ATCA RM catalogue
by: Ranchod, S., et al.
Published: (2024)
by: Ranchod, S., et al.
Published: (2024)
A two-minute burst of highly polarised radio emission originating from low Galactic latitude
by: Dobie, Dougal, et al.
Published: (2024)
by: Dobie, Dougal, et al.
Published: (2024)
A slowly pulsating run-away B star at high Galactic latitude ejected from a spiral arm
by: Heber, Ulrich, et al.
Published: (2025)
by: Heber, Ulrich, et al.
Published: (2025)
Constraining properties of dust formed in Wolf-Rayet binary WR 112 using mid-infrared and millimeter observations
by: Wu, Donglin, et al.
Published: (2025)
by: Wu, Donglin, et al.
Published: (2025)
Optical variability and optical--mid-infrared dust lags in Type~1 changing-look AGNs
by: Tao, Yu, et al.
Published: (2026)
by: Tao, Yu, et al.
Published: (2026)
$Ab$ $initio$ modeling of Galactic dust polarized CMB foreground
by: Kritsuk, Alexei G., et al.
Published: (2026)
by: Kritsuk, Alexei G., et al.
Published: (2026)
A machine learning approach to estimate mid-infrared fluxes from WISE data
by: Fonseca-Bonilla, Nuria, et al.
Published: (2024)
by: Fonseca-Bonilla, Nuria, et al.
Published: (2024)
High energy gamma-ray sources in the VVV survey - III. Spectroscopic confirmation of an AGN at low Galactic latitudes
by: Schmidt, Eduardo O., et al.
Published: (2025)
by: Schmidt, Eduardo O., et al.
Published: (2025)
Bar-driven dispersal of Galactic substructure
by: Dillamore, Adam M., et al.
Published: (2025)
by: Dillamore, Adam M., et al.
Published: (2025)
Robust machine learning model of inferring the ex-situ stellar fraction of galaxies from photometric data
by: Cai, Runsheng, et al.
Published: (2025)
by: Cai, Runsheng, et al.
Published: (2025)
Influence of mid-infrared Galactic bubble on surroundings: A case study on IRAS 16489-4431
by: Hoque, Ariful, et al.
Published: (2024)
by: Hoque, Ariful, et al.
Published: (2024)
Identifying bars in galaxies using machine learning
by: Shrivastava, Rajit
Published: (2025)
by: Shrivastava, Rajit
Published: (2025)
Cosmology with galaxy clusters using machine learning. Application to eROSITA Data
by: Zhong, Fucheng, et al.
Published: (2026)
by: Zhong, Fucheng, et al.
Published: (2026)
Joint probabilistic inference of galaxy redshifts and rest-frame spectra from photometric fluxes with latent diffusion
by: Guo, Han-Yue, et al.
Published: (2026)
by: Guo, Han-Yue, et al.
Published: (2026)
Constraining the giant radio galaxy population with machine learning and Bayesian inference
by: Mostert, Rafaël I. J., et al.
Published: (2024)
by: Mostert, Rafaël I. J., et al.
Published: (2024)
Covering factor of the dust-driven broad-line region clouds
by: Naddaf, Mohammad Hassan, et al.
Published: (2023)
by: Naddaf, Mohammad Hassan, et al.
Published: (2023)
Hidden metallic iron in amorphous silicate dust? Insights from condensation experiments and mid-infrared spectroscopy
by: Enomoto, Hanako, et al.
Published: (2025)
by: Enomoto, Hanako, et al.
Published: (2025)
Carbon-rich dust injected into the interstellar medium by Galactic WC binaries survives for hundreds of years
by: Richardson, Noel D., et al.
Published: (2025)
by: Richardson, Noel D., et al.
Published: (2025)
Population synthesis and astrophysical inference for high-$z$ JWST galaxies
by: Driskell, Trey, et al.
Published: (2024)
by: Driskell, Trey, et al.
Published: (2024)
Bayesian inference methodology to characterize the dust emissivity at far-infrared and submillimeter frequencies
by: Adak, Debabrata, et al.
Published: (2023)
by: Adak, Debabrata, et al.
Published: (2023)
FAST search for circumstellar atomic hydrogen. III. Planetary nebulae at Galactic latitudes |b|>10degree
by: Ouyang, Xu-Jia, et al.
Published: (2025)
by: Ouyang, Xu-Jia, et al.
Published: (2025)
The Galactic-Centre Arms inferred from ACES (ALMA CMZ Exploration Survey)
by: Sofue, Y., et al.
Published: (2025)
by: Sofue, Y., et al.
Published: (2025)
Applying machine learning to Galactic Archaeology: how well can we recover the origin of stars in Milky Way-like galaxies?
by: Sante, Andrea, et al.
Published: (2024)
by: Sante, Andrea, et al.
Published: (2024)
Similar Items
-
Quantifying Interstellar Extinction at High Galactic Latitudes
by: O'Callaghan, Matthew, et al.
Published: (2023) -
Misspecification-robust amortised simulation-based inference using variational methods
by: O'Callaghan, Matthew, et al.
Published: (2025) -
On the origin of the environmental step: A BayeSN view of the ZTF SN Ia DR2
by: Ginolin, Madeleine, et al.
Published: (2026) -
Scalable hierarchical BayeSN inference: Investigating dependence of SN Ia host galaxy dust properties on stellar mass and redshift
by: Grayling, Matthew, et al.
Published: (2024) -
Molecular hydrogen in filaments at high Galactic latitudes
by: Kalberla, P. M. W.
Published: (2025)