Inferring the redshift of more than 150 GRBs with a Machine Learning Ensemble model
Fuente:
arXiv
Saved in:
| Main Authors: | Dainotti, Maria Giovanna, Taira, Elias, Wang, Eric, Lehman, Elias, Narendra, Aditya, Pollo, Agnieszka, Madejski, Grzegorz M., Petrosian, Vahe, Bogdan, Malgorzata, Dey, Apratim, Bhardwaj, Shubham |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Gamma-ray Bursts as Distance Indicators by a Statistical Learning Approach
by: Dainotti, Maria Giovanna, et al.
Published: (2024)
by: Dainotti, Maria Giovanna, et al.
Published: (2024)
GRB Redshift Estimation using Machine Learning and the Associated Web-App
by: Narendra, Aditya, et al.
Published: (2024)
by: Narendra, Aditya, et al.
Published: (2024)
GRB Redshift Classifier to Follow-up High-Redshift GRBs Using Supervised Machine Learning
by: Dainotti, Maria Giovanna, et al.
Published: (2024)
by: Dainotti, Maria Giovanna, et al.
Published: (2024)
Cosmological Evolution of Gamma Ray Bursts
by: Champati, Sujay, et al.
Published: (2025)
by: Champati, Sujay, et al.
Published: (2025)
The Machine Learning to reconstruct GRB lightcurves
by: Dainotti, Maria Giovanna, et al.
Published: (2025)
by: Dainotti, Maria Giovanna, et al.
Published: (2025)
Cosmological Evolution of Fast Radio Bursts and The Star Formation Rate
by: Champati, Sujay, et al.
Published: (2025)
by: Champati, Sujay, et al.
Published: (2025)
Exploring Jet Structure and Dynamics in Short Gamma Ray Bursts: A Case Study on GRB 090510
by: Saji, Joseph, et al.
Published: (2025)
by: Saji, Joseph, et al.
Published: (2025)
Theoretical Modelling of Gamma-Ray Burst 090510
by: Saji, Joseph, et al.
Published: (2025)
by: Saji, Joseph, et al.
Published: (2025)
Shedding new light on the Hubble constant tension through Supernovae Ia
by: Dainotti, Maria Giovanna, et al.
Published: (2023)
by: Dainotti, Maria Giovanna, et al.
Published: (2023)
High-redshift Cosmology by Gamma-Ray Bursts: an overview
by: Bargiacchi, Giada, et al.
Published: (2024)
by: Bargiacchi, Giada, et al.
Published: (2024)
Reduced uncertainties up to 43\% on the Hubble constant and the matter density with the SNe Ia with a new statistical analysis
by: Dainotti, Maria Giovanna, et al.
Published: (2023)
by: Dainotti, Maria Giovanna, et al.
Published: (2023)
The Density and Ionization Profile of Optically Dark and High Redshift GRBs Probed by X-ray Absorption
by: Arumaningtyas, Eka Puspita, et al.
Published: (2024)
by: Arumaningtyas, Eka Puspita, et al.
Published: (2024)
Probing evolution of Long GRB properties through their cosmic formation history aided by Machine Learning predicted redshifts
by: Bal, Dhruv S., et al.
Published: (2025)
by: Bal, Dhruv S., et al.
Published: (2025)
Supernovae Ia, high-redshift probes, and the Hubble tension: current status and future perspectives
by: Dainotti, Maria Giovanna, et al.
Published: (2025)
by: Dainotti, Maria Giovanna, et al.
Published: (2025)
The redshift evolution of the luminosity function of type II GRBs
by: Qu, Yan-Kun, et al.
Published: (2025)
by: Qu, Yan-Kun, et al.
Published: (2025)
Redshift Classification of Optical Gamma-Ray Bursts using Supervised Learning
by: Sarkar, Milind, et al.
Published: (2025)
by: Sarkar, Milind, et al.
Published: (2025)
The impact of Solar magnetic field configurations on the production of gamma rays at the Solar disk
by: Dörner, Julien, et al.
Published: (2025)
by: Dörner, Julien, et al.
Published: (2025)
Probing Evolution of Long Gamma-Ray Burst Properties through Their Cosmic Formation History
by: Khatiya, Nikita S., et al.
Published: (2025)
by: Khatiya, Nikita S., et al.
Published: (2025)
Luminosity function of Type II GRBs:differences from long GRBs
by: Qu, Yan-Kun, et al.
Published: (2025)
by: Qu, Yan-Kun, et al.
Published: (2025)
Closure Relations of Synchrotron Self-Compton from Reverse shock and Fermi-LAT GRBs
by: Fraija, Nissim, et al.
Published: (2025)
by: Fraija, Nissim, et al.
Published: (2025)
Halo asymmetry in the modelling of galaxy clustering
by: Durkalec, Anna, et al.
Published: (2024)
by: Durkalec, Anna, et al.
Published: (2024)
Decay of dark energy into dark matter in a metric $f(R)$ gravity: effective running Hubble constant
by: Montani, Giovanni, et al.
Published: (2025)
by: Montani, Giovanni, et al.
Published: (2025)
Do high redshift QSOs and GRBs corroborate JWST?
by: Colgáin, Eoin Ó, et al.
Published: (2024)
by: Colgáin, Eoin Ó, et al.
Published: (2024)
TEGLIE: Transformer encoders as strong gravitational lens finders in KiDS
by: Grespan, Margherita, et al.
Published: (2024)
by: Grespan, Margherita, et al.
Published: (2024)
Investigating the Redshift Evolution of Lensing Galaxy Density Slopes via Model-Independent Distance Ratios
by: Geng, Shuaibo, et al.
Published: (2025)
by: Geng, Shuaibo, et al.
Published: (2025)
Metagalactic Ultraviolet Background Tables for Calculating Diffuse Astrophysical Plasma Properties
by: Taira, Elias, et al.
Published: (2025)
by: Taira, Elias, et al.
Published: (2025)
Numerical simulations of astrophysical dynamos and applications to giant planets
by: Elias-López, Albert
Published: (2025)
by: Elias-López, Albert
Published: (2025)
Measuring cosmic dipole with the GRB luminosity-time relation
by: Santiago, Jessica, et al.
Published: (2025)
by: Santiago, Jessica, et al.
Published: (2025)
The optical-infrared relation for active galactic nuclei: The role of contaminations
by: Rałowski, Mateusz, et al.
Published: (2026)
by: Rałowski, Mateusz, et al.
Published: (2026)
Environmental dependence of galaxy properties in the southern GAMA regions
by: Joy, Koti, et al.
Published: (2025)
by: Joy, Koti, et al.
Published: (2025)
Towards a new model-independent calibration of Gamma-Ray Bursts
by: Favale, Arianna, et al.
Published: (2024)
by: Favale, Arianna, et al.
Published: (2024)
Inflated hot Jupiters: Inferring average atmospheric velocity via Ohmic models coupled with internal dynamo evolution
by: Viganò, Daniele, et al.
Published: (2025)
by: Viganò, Daniele, et al.
Published: (2025)
Methods for statistical detection of GRBs in the context of the LST-CTAO
by: Moigne, Léo Le, et al.
Published: (2025)
by: Moigne, Léo Le, et al.
Published: (2025)
Inferring redshift and galaxy properties via a multi-task neural net with probabilistic outputs: An application to simulated MOONS spectra
by: Ginolfi, Michele, et al.
Published: (2024)
by: Ginolfi, Michele, et al.
Published: (2024)
Multi-Model Framework for Reconstructing Gamma-Ray Burst Light Curves
by: Kaushal, A., et al.
Published: (2025)
by: Kaushal, A., et al.
Published: (2025)
Hot gas accretion fuels star formation faster than cold accretion in high redshift galaxies
by: Kocjan, Zuzanna, et al.
Published: (2023)
by: Kocjan, Zuzanna, et al.
Published: (2023)
Overmassive black holes at cosmic noon: linking the local and the high-redshift Universe
by: Mezcua, Mar, et al.
Published: (2024)
by: Mezcua, Mar, et al.
Published: (2024)
Probing electromagnetic-gravitational wave emission coincidence in type I binary-driven hypernova family of long GRBs at very-high redshift
by: Bianco, C. L., et al.
Published: (2023)
by: Bianco, C. L., et al.
Published: (2023)
GRBs and Relativistic Transients in the 2040s
by: Sarin, Nikhil, et al.
Published: (2025)
by: Sarin, Nikhil, et al.
Published: (2025)
Insights from GRBs for optical follow-up of gravitational wave counterparts
by: Krishna, Kruthi, et al.
Published: (2026)
by: Krishna, Kruthi, et al.
Published: (2026)
Similar Items
-
Gamma-ray Bursts as Distance Indicators by a Statistical Learning Approach
by: Dainotti, Maria Giovanna, et al.
Published: (2024) -
GRB Redshift Estimation using Machine Learning and the Associated Web-App
by: Narendra, Aditya, et al.
Published: (2024) -
GRB Redshift Classifier to Follow-up High-Redshift GRBs Using Supervised Machine Learning
by: Dainotti, Maria Giovanna, et al.
Published: (2024) -
Cosmological Evolution of Gamma Ray Bursts
by: Champati, Sujay, et al.
Published: (2025) -
The Machine Learning to reconstruct GRB lightcurves
by: Dainotti, Maria Giovanna, et al.
Published: (2025)