Data-driven informative priors for Bayesian inference with quasi-periodic data
Fuente:
arXiv
Saved in:
| Main Authors: | Lopez-Santiago, Javier, Martino, Luca, Miguez, Joaquin, Vazquez-Vilar, Gonzalo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Detecting quasi-periodic pulsations in solar and stellar flares with a neural network
by: Belov, Sergey A., et al.
Published: (2024)
by: Belov, Sergey A., et al.
Published: (2024)
Unveiling the Power of Uncertainty: A Journey into Bayesian Neural Networks for Stellar dating
by: Tamames-Rodero, Víctor, et al.
Published: (2025)
by: Tamames-Rodero, Víctor, et al.
Published: (2025)
Reconstruction of Solar EUV Irradiance Using CaII K Images and SOHO/SEM Data with Bayesian Deep Learning and Uncertainty Quantification
by: Jiang, Haodi, et al.
Published: (2025)
by: Jiang, Haodi, et al.
Published: (2025)
A recurrent 70-100 minute quasi-periodic pulsation in the intermediate-aged mid-M dwarf GJ 3512
by: López-Santiago, J., et al.
Published: (2025)
by: López-Santiago, J., et al.
Published: (2025)
$\texttt{globin}$: A spectropolarimetric inversion code for the coupled inference of atomic line parameters
by: Vukadinović, D., et al.
Published: (2024)
by: Vukadinović, D., et al.
Published: (2024)
Fast Bayesian spectral analysis using Convolutional Neural Networks: Applications over GONG H$α$ solar data
by: Castelló, G., et al.
Published: (2025)
by: Castelló, G., et al.
Published: (2025)
Machine-learning inference of stellar properties using integrated photometric and spectroscopic data
by: Kamai, Ilay, et al.
Published: (2025)
by: Kamai, Ilay, et al.
Published: (2025)
Tracing the evolution of short-period binaries with super-synchronous fast rotators
by: Britavskiy, N., et al.
Published: (2024)
by: Britavskiy, N., et al.
Published: (2024)
Bayesian model reconstruction based on spectral line observations
by: De Ceuster, Frederik, et al.
Published: (2024)
by: De Ceuster, Frederik, et al.
Published: (2024)
H-Alpha Anomalyzer: An Explainable Anomaly Detector for Solar H-Alpha Observations
by: Khazaei, Mahsa, et al.
Published: (2025)
by: Khazaei, Mahsa, et al.
Published: (2025)
Modelling stochastic and quasi-periodic behaviour in stellar time-series: Gaussian process regression versus power-spectrum fitting
by: O'Sullivan, Niamh K., et al.
Published: (2024)
by: O'Sullivan, Niamh K., et al.
Published: (2024)
Inferring hemispheric asymmetries of stellar active regions through the information content of astrometric signals
by: Deagan, Conaire, et al.
Published: (2026)
by: Deagan, Conaire, et al.
Published: (2026)
Predicting Stellar Parameters of Massive Stars from Light Curves with Machine Learning
by: Zhang, Rachel C., et al.
Published: (2025)
by: Zhang, Rachel C., et al.
Published: (2025)
Detection of spin-modulated circular polarisation and radial velocity variations in the long period Intermediate Polar 1RXS J080114.6-462324
by: Moloi, V., et al.
Published: (2025)
by: Moloi, V., et al.
Published: (2025)
A Machine Learning-Ready Data Processing Tool for Near Real-Time Forecasting
by: Dayeh, Maher A, et al.
Published: (2025)
by: Dayeh, Maher A, et al.
Published: (2025)
A numerical approach for modelling the polarisation signals of strong resonance lines with partial frequency redistribution. Numerical applications to two-term atoms and plane-parallel atmospheres
by: Riva, Fabio, et al.
Published: (2025)
by: Riva, Fabio, et al.
Published: (2025)
Granulation signatures in 3D hydrodynamical simulations: evaluating background model performance using a Bayesian nested sampling framework
by: Larsen, Jens R., et al.
Published: (2025)
by: Larsen, Jens R., et al.
Published: (2025)
J-PLUS: Bayesian object classification with a strum of BANNJOS
by: del Pino, A., et al.
Published: (2024)
by: del Pino, A., et al.
Published: (2024)
A self-consistent data-driven model for determining stellar parameters from optical and near-IR spectra
by: Sizemore, Logan, et al.
Published: (2024)
by: Sizemore, Logan, et al.
Published: (2024)
SOLARNET Metadata Recommendations for Simulated Data
by: Haugan, Stein Vidar, et al.
Published: (2024)
by: Haugan, Stein Vidar, et al.
Published: (2024)
Seeking Spectroscopic Binaries with Data-Driven Models
by: Angelo, Isabel, et al.
Published: (2025)
by: Angelo, Isabel, et al.
Published: (2025)
Variability-finding in Rubin Data Preview 1 with LSDB
by: Malanchev, Konstantin, et al.
Published: (2025)
by: Malanchev, Konstantin, et al.
Published: (2025)
Stellar parameter prediction and spectral simulation using machine learning
by: Cvrček, Vojtěch, et al.
Published: (2024)
by: Cvrček, Vojtěch, et al.
Published: (2024)
SolarZip: An Efficient and Adaptive Compression Framework for Solar EUV Imaging Data
by: Liu, Zedong, et al.
Published: (2025)
by: Liu, Zedong, et al.
Published: (2025)
200,000+ Deep Learning-inferred Periods of Stellar Variability from the All-Sky Automated Survey for Supernovae
by: Schochet, Meir E., et al.
Published: (2025)
by: Schochet, Meir E., et al.
Published: (2025)
An adaptive parameter estimator for poor-quality spectral data of white dwarfs
by: Xie, Duo, et al.
Published: (2024)
by: Xie, Duo, et al.
Published: (2024)
Machine learning based stellar classification with highly sparse photometry data
by: Cody, Sean Enis, et al.
Published: (2024)
by: Cody, Sean Enis, et al.
Published: (2024)
Detecting stellar flares in photometric data using hidden Markov models
by: Esquivel, J. Arturo, et al.
Published: (2024)
by: Esquivel, J. Arturo, et al.
Published: (2024)
A method of Extracting Flat Field from Real Time Solar Observation Data
by: Jin, YaHui, et al.
Published: (2025)
by: Jin, YaHui, et al.
Published: (2025)
e-CALLISTO FITS Analyzer: A Software Framework for CALLISTO Solar Radio Data
by: Liyanage, G. L. S. S., et al.
Published: (2026)
by: Liyanage, G. L. S. S., et al.
Published: (2026)
Antarctic TianMu Staring Observation Project II: Data reduction and preliminary results
by: Niu, Hubiao, et al.
Published: (2025)
by: Niu, Hubiao, et al.
Published: (2025)
Real-time detection of solar flares from ground-based VLF data
by: Teysseyre, Pauline, et al.
Published: (2026)
by: Teysseyre, Pauline, et al.
Published: (2026)
Solar Transient Recognition Using Deep Learning (STRUDL) for heliospheric imager data
by: Bauer, Maike, et al.
Published: (2025)
by: Bauer, Maike, et al.
Published: (2025)
Citizen ASAS-SN Data Release II: Variable Star Classification Using Citizen Science
by: Kotrach, O., et al.
Published: (2024)
by: Kotrach, O., et al.
Published: (2024)
The Nova Synthetic Data Base: A Principal Component/AI Analysis of Novae Synoptic Spectra
by: Santos, Bruno C., et al.
Published: (2026)
by: Santos, Bruno C., et al.
Published: (2026)
Climbing the Cliffs: Classifying YSOs in the Cosmic Cliffs JWST Data using a Probabilistic Random Forest
by: Crompvoets, B. L., et al.
Published: (2023)
by: Crompvoets, B. L., et al.
Published: (2023)
A robust method for identifying Be stars in the LAMOST Data Release 11 based on Deep-learning approach
by: Tan, Lei, et al.
Published: (2025)
by: Tan, Lei, et al.
Published: (2025)
The Gravitational-wave Optical Transient Observer (GOTO) data pipeline and workflow for transient discovery
by: Lyman, J. D., et al.
Published: (2026)
by: Lyman, J. D., et al.
Published: (2026)
A 2821 Star Optical SETI Survey using ESO HARPS archival data
by: Fields, Benjamin, et al.
Published: (2025)
by: Fields, Benjamin, et al.
Published: (2025)
A SART-Based Iterative Inversion Methodology to Infer the Solar Rotation Rate from Global Helioseismic Data
by: Korzennik, Sylvain G., et al.
Published: (2024)
by: Korzennik, Sylvain G., et al.
Published: (2024)
Similar Items
-
Detecting quasi-periodic pulsations in solar and stellar flares with a neural network
by: Belov, Sergey A., et al.
Published: (2024) -
Unveiling the Power of Uncertainty: A Journey into Bayesian Neural Networks for Stellar dating
by: Tamames-Rodero, Víctor, et al.
Published: (2025) -
Reconstruction of Solar EUV Irradiance Using CaII K Images and SOHO/SEM Data with Bayesian Deep Learning and Uncertainty Quantification
by: Jiang, Haodi, et al.
Published: (2025) -
A recurrent 70-100 minute quasi-periodic pulsation in the intermediate-aged mid-M dwarf GJ 3512
by: López-Santiago, J., et al.
Published: (2025) -
$\texttt{globin}$: A spectropolarimetric inversion code for the coupled inference of atomic line parameters
by: Vukadinović, D., et al.
Published: (2024)