Cover Image

Improving the discovery of near-Earth objects with machine-learning methods

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Vereš, Peter, Cloete, Richard, Payne, Matthew J., Loeb, Abraham
Format:	Preprint
Published:	2025
Subjects:	Instrumentation and Methods for Astrophysics Earth and Planetary Astrophysics Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Machine Learning Methods for Automated Interstellar Object Classification with LSST
by: Cloete, Richard, et al.
Published: (2024)

Earth-like planet predictor: A machine learning approach
by: Davoult, Jeanne, et al.
Published: (2025)

Astrometric Parallax Measurements with JWST for Localization of Near-Earth Objects
by: Elango, Sriram, et al.
Published: (2025)

Improving Earth-like planet detection in radial velocity using deep learning
by: Zhao, Yinan, et al.
Published: (2024)

Comment on: "2005 VL1 is not Venera-2"
by: Loeb, Abraham
Published: (2025)

A Framework for Applying the Loeb-Turner $α$-Slope Test to Archival Photometry of Trans-Neptunian Objects
by: Eldadi, Omer, et al.
Published: (2026)

Discovering Numerous Interstellar Objects with A Dedicated Space Telescope
by: Loeb, Abraham
Published: (2025)

FlopPITy: Enabling self-consistent exoplanet atmospheric retrievals with machine learning
by: Martínez, Francisco Ardévol, et al.
Published: (2024)

Characterizing Jupiter's interior using machine learning reveals four key structures
by: Ziv, Maayan, et al.
Published: (2024)

Upper Limit on the Non-Gravitational Acceleration and Lower Limits on the Nucleus Mass and Diameter of 3I/ATLAS
by: Cloete, Richard, et al.
Published: (2025)

Quantitative Mapping of the Loeb Scale
by: Trivedi, Oem, et al.
Published: (2025)

Evolving the Loeb Scale
by: Trivedi, Oem, et al.
Published: (2025)

A Comprehensive Network for the Discovery and Characterization of Interstellar Objects
by: Trivedi, Oem, et al.
Published: (2026)

Earth Science Foundation Models: From Perception to Reasoning and Discovery
by: Zhao, Xiangyu, et al.
Published: (2026)

Astrometric follow-up of near-Earth asteroid 2024 YR4 during a Torino scale level 3 alert
by: Micheli, Marco, et al.
Published: (2026)

Parameter resolution of near-Earth asteroids using LISA
by: Marques, Sara, et al.
Published: (2026)

Beyond Spherical geometry: Unraveling complex features of objects orbiting around stars from its transit light curve using deep learning
by: Bhowmick, Ushasi, et al.
Published: (2025)

Intercepting 3I/ATLAS at Closest Approach to Jupiter with the Juno spacecraft
by: Loeb, Abraham, et al.
Published: (2025)

Is the Interstellar Object 3I/ATLAS Alien Technology?
by: Hibberd, Adam, et al.
Published: (2025)

Stellar parameter prediction and spectral simulation using machine learning
by: Cvrček, Vojtěch, et al.
Published: (2024)

An Explainable Deep-learning Model of Proton Auroras on Mars
by: Dhuri, Dattaraj B., et al.
Published: (2023)

A Pan-STARRS Search for Distant Planets: Part 1
by: Holman, Matthew J., et al.
Published: (2025)

Asteroid shape inversion with light curves using deep learning
by: Tang, YiJun, et al.
Published: (2025)

Is the Dark Comet 1998 KY$_{26}$ the Spacecraft Phobos 1?
by: Hibberd, Adam, et al.
Published: (2026)

Single Transit Detection In Kepler With Machine Learning And Onboard Spacecraft Diagnostics
by: Hansen, Matthew T., et al.
Published: (2024)

Deep learning for exoplanet detection and characterization by direct imaging at high contrast
by: Bodrito, Théo, et al.
Published: (2025)

NeuralCMS: A deep learning approach to study Jupiter's interior
by: Ziv, Maayan, et al.
Published: (2024)

Breccia and basalt classification of thin sections of Apollo rocks with deep learning
by: Thoresen, Freja, et al.
Published: (2024)

Panopticon: a novel deep learning model to detect single transit events with no prior data filtering in PLATO light curves
by: Vivien, H. G., et al.
Published: (2024)

Exoplanetary atmospheres retrieval via a quantum extreme learning machine
by: Vetrano, Marco, et al.
Published: (2025)

Enabling discovery of solar system objects in large alert data streams
by: Montagner, R. Le, et al.
Published: (2023)

Atmospheric model-trained machine learning selection and classification of ultracool TY dwarfs
by: Biswas, Ankit
Published: (2025)

Classifying and characterizing the evolution of minimum orbit intersection distance for near-Earth asteroids
by: Hu, Shoucun, et al.
Published: (2025)

DBNets: A publicly available deep learning tool to measure the masses of young planets in dusty protoplanetary discs
by: Ruzza, Alessandro, et al.
Published: (2024)

ThermoONet -- a deep learning-based small body thermophysical network: applications to modelling water activity of comets
by: Zhao, Shunjing, et al.
Published: (2025)

Accelerating Radiative Transfer for Planetary Atmospheres by Orders of Magnitude with a Transformer-Based Machine Learning Model
by: Malsky, Isaac, et al.
Published: (2025)

The pale blue dot: using the Planetary Spectrum Generator to simulate signals from hyper realistic exo-Earths
by: Kofman, Vincent, et al.
Published: (2024)

Computing low-thrust transfers in the asteroid belt, a comparison between astrodynamical manipulations and a machine learning approach
by: Acciarini, Giacomo, et al.
Published: (2024)

A Well-Characterized Survey for Centaurs in Pan-STARRS1
by: Kurlander, Jacob A., et al.
Published: (2024)

You Only Stack Once (YOSO): A Motion-Filtered, Deep-Learning Framework for Detecting Faint Moving Sources
by: Pandey, Nitya, et al.
Published: (2026)