:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Author:	Ting, Yuan-Sen
Format:	Preprint
Published:	2025
Subjects:	Instrumentation and Methods for Astrophysics Machine Learning Applications
Online Access:	https://arxiv.org/abs/2506.12230
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Statistical Primer on Classical Period-Finding Techniques in Astronomy
by: Giertych, Naomi, et al.
Published: (2022)

What Understanding Means in AI-Laden Astronomy
by: Ting, Yuan-Sen, et al.
Published: (2026)

Conformal Prediction for Astronomy Data with Measurement Error
by: Giertych, Naomi, et al.
Published: (2024)

Machine Learning for Exoplanet Detection in High-Contrast Spectroscopy: Revealing Exoplanets by Leveraging Hidden Molecular Signatures in Cross-Correlated Spectra with Convolutional Neural Networks
by: Garvin, Emily O., et al.
Published: (2024)

Multi-View Symbolic Regression
by: Russeil, Etienne, et al.
Published: (2024)

Why Machine Learning Models Systematically Underestimate Extreme Values II: How to Fix It with LatentNN
by: Ting, Yuan-Sen
Published: (2025)

Trustworthy scientific inference with generative models
by: Carzon, James, et al.
Published: (2025)

Machine Learning in Gamma Astronomy
by: Kryukov, A. P., et al.
Published: (2025)

A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations
by: Bodrito, Théo, et al.
Published: (2025)

AstroMLab 4: Benchmark-Topping Performance in Astronomy Q&A with a 70B-Parameter Domain-Specialized Reasoning Model
by: de Haan, Tijmen, et al.
Published: (2025)

A Poisson Process AutoDecoder for X-ray Sources
by: Song, Yanke, et al.
Published: (2025)

Latent-space Field Tension for Astrophysical Component Detection An application to X-ray imaging
by: Guardiani, Matteo, et al.
Published: (2025)

High Dimensional Statistical Analysis and its Application to ALMA Map of NGC 253
by: Takeuchi, Tsutomu T., et al.
Published: (2022)

Scaling Laws for Emulation of Stellar Spectra
by: Różański, Tomasz, et al.
Published: (2025)

AstroPT: Scaling Large Observation Models for Astronomy
by: Smith, Michael J., et al.
Published: (2024)

Multivariate Statistical Analysis of Exoplanet Habitability: Detection Bias and Earth Analog Identification
by: Traxler, Caleb, et al.
Published: (2025)

Rotation of the Globular Cluster Population of the Dark Matter Deficient Galaxy NGC 1052-DF4: Implication for the Total Mass
by: Li, Yuan, et al.
Published: (2024)

Astroconformer: The Prospects of Analyzing Stellar Light Curves with Transformer-Based Deep Learning Models
by: Pan, Jia-Shu, et al.
Published: (2023)

A Robust Bayesian Meta-Analysis for Estimating the Hubble Constant via Time Delay Cosmography
by: Tak, Hyungsuk, et al.
Published: (2023)

A Hybrid Particle Gaussian Mixture Filtering Method for Cislunar Orbit Determination Under Extreme Uncertainty
by: Paranjape, Ishan, et al.
Published: (2026)

Probabilistic Graphical Models in Astronomy
by: Sheerin, Abigail, et al.
Published: (2026)

Sequential Filtering Techniques for Simultaneous Tracking and Parameter Estimation
by: Garcia, Yannick Sztamfater, et al.
Published: (2025)

Closing the Evidence Gap: reddemcee, a Fast Adaptive Parallel Tempering Sampler
by: Peña, Pablo A., et al.
Published: (2025)

K-Contact Distance for Noisy Nonhomogeneous Spatial Point Data with application to Repeating Fast Radio Burst sources
by: Cook, A. M., et al.
Published: (2024)

The Catastrophic Consequences of Agnosticism for Life Searches and a Possible Workaround
by: Kipping, David
Published: (2026)

Value Sliced and Derivative Images for Source Mask in JWST MIRI Photometry
by: Hatipoğlu, Güray
Published: (2024)

Bayesian functional data analysis in astronomy
by: Loredo, Thomas, et al.
Published: (2024)

Exploring Dimensionality Reduction of SDSS Spectral Abundances
by: Fan, Qianyu
Published: (2024)

Solving Self-calibration of ALMA Data with an Optimization Method
by: Ikeda, Shiro, et al.
Published: (2024)

Optimal and Unbiased Fluxes from Up-the-Ramp Detectors under Variable Illumination
by: Li, Bowen, et al.
Published: (2026)

Optimising the FRB Search Pipeline for the Northern Cross Radio Telescope
by: Camilleri, Hayley, et al.
Published: (2026)

FINKER: Frequency Identification through Nonparametric KErnel Regression in astronomical time series
by: Stoppa, F., et al.
Published: (2023)

Computing the Instantaneous Collision Probability between Satellites using Characteristic Function Inversion
by: Bernstein, Jason
Published: (2024)

Simulating Roman+Gaia Combined Astrometry, Parallaxes, and Proper Motions
by: McKinnon, Kevin A., et al.
Published: (2026)

Revisiting The Cosmological Time Dilation of Distant Quasars: Influence of Source Properties and Evolution
by: Brewer, Brendon J., et al.
Published: (2025)

Teaching Astronomy with Large Language Models
by: Ting, Yuan-Sen, et al.
Published: (2025)

AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy
by: Joseph, Sebastian Antony, et al.
Published: (2025)

The Scaling Law in Stellar Light Curves
by: Pan, Jia-Shu, et al.
Published: (2024)

A comparison of methods for Poisson regression in the presence of background
by: Bonamente, Massimiliano, et al.
Published: (2026)

Exploring the Universe with SNAD: Anomaly Detection in Astronomy
by: Volnova, Alina A., et al.
Published: (2024)