Cover Image

Distinguishing a planetary transit from false positives: a Transformer-based classification for planetary transit signals

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Salinas, Helem, Pichara, Karim, Brahm, Rafael, Pérez-Galarce, Francisco, Mery, Domingo
Format:	Preprint
Published:	2023
Subjects:	Earth and Planetary Astrophysics Instrumentation and Methods for Astrophysics Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exoplanet Transit Candidate Identification in TESS Full-Frame Images via a Transformer-Based Algorithm
by: Salinas, Helem, et al.
Published: (2025)

The open-source sunbather code: modeling escaping planetary atmospheres and their transit spectra
by: Linssen, Dion, et al.
Published: (2024)

Efficient trajectory design for distant planetary orbiters
by: Scala, Francesca, et al.
Published: (2024)

Radio prospects of extrasolar aurorae polaris as a probe of planetary magnetism
by: Kaya, Asaf, et al.
Published: (2025)

Catastrophic disruption of asteroid 2023 CX1 and implications for planetary defense
by: Egal, Auriane, et al.
Published: (2025)

Magrathea v2: A planetary interior modeling platform in C++
by: Rice, David R., et al.
Published: (2025)

The next frontier in exoplanet science: Imaging our neighbouring planetary systems
by: Snellen, Ignas, et al.
Published: (2025)

Limits to dynamic range in GHz-THz single-dish planetary spectra
by: Greaves, J S
Published: (2024)

archNEMESIS: an open-source Python package for analysis of planetary atmospheric spectra
by: Alday, Juan, et al.
Published: (2025)

Resizing the giants: How modelling adiabatic interiors impacts predicted planetary radii
by: Müller, Simon, et al.
Published: (2026)

Artificial precession and instability in solar system and planetary simulations: analytic and numerical results
by: Hernandez, David M.
Published: (2026)

Boosting decision trees for Main Belt Asteroid selection in planetary ephemerides: an alternative model
by: Mariani, Vincenzo, et al.
Published: (2025)

Electron-induced CO2 and hydrocarbon sputtering of functionalized hydrocarbons in icy planetary analogs
by: Chandra, Sankhabrata, et al.
Published: (2025)

A generalizable method for estimating meteor shower false positives
by: Shober, Patrick M., et al.
Published: (2024)

Habitable from the start: How initial planetary formation conditions may create habitable worlds
by: Farcy, Benjamin J., et al.
Published: (2025)

White dwarf planetary systems in the ultraviolet
by: Williams, Jamie, et al.
Published: (2026)

Detecting false positives with PLATO using double-aperture photometry and centroid shifts
by: Gutiérrez-Canales, F., et al.
Published: (2025)

The NCORES Program: Precise planetary masses, null results, and insight into the planet mass distribution near the radius gap
by: Armstrong, David J., et al.
Published: (2025)

Inflatable devices for planetary aerocapture and aerobraking manoeuvres
by: Reynier, Philippe
Published: (2026)

SWEET-Cat: A view on the planetary mass-radius relation
by: Sousa, S. G., et al.
Published: (2024)

A general polarimetric model for transiting and non-transiting ringed exoplanets
by: Veenstra, Allard K., et al.
Published: (2024)

Unveiling stellar (and planetary) internal dynamics with the fully compressible MUSIC code
by: Saux, Arthur Le, et al.
Published: (2025)

PEWDD: A database of white dwarfs enriched by exo-planetary material
by: Williams, Jamie, et al.
Published: (2024)

A false positive transit candidate for EPIC 211101996 from K2 and TESS data identified as background eclipsing binary Gaia DR3 66767847894609792
by: Heller, René, et al.
Published: (2024)

nuance: Efficient detection of planets transiting active stars
by: Garcia, Lionel, et al.
Published: (2024)

Diving into the planetary system of Proxima with NIRPS -- Breaking the metre per second barrier in the infrared
by: Mascareño, Alejandro Suárez, et al.
Published: (2025)

Efficient reduction of stellar contamination and noise in planetary transmission spectra using neural networks
by: Duque-Castaño, David S., et al.
Published: (2026)

planetMagFields: A Python package for analyzing and plotting planetary magnetic field data
by: Barik, Ankit, et al.
Published: (2024)

The model is the message: Lightweight convolutional autoencoders applied to noisy imaging data for planetary science and astrobiology
by: Scharf, Caleb
Published: (2025)

A novel eccentricity parameterization for transit-only models
by: Eastman, Jason D.
Published: (2023)

Long-period transiting exoplanets: advances in detection and characterization
by: Ulmer-Moll, Solène, et al.
Published: (2026)

Machine-assisted classification of potential biosignatures in earth-like exoplanets using low signal-to-noise ratio transmission spectra
by: Duque-Castaño, David S., et al.
Published: (2024)

Assessing the residual biases in high-resolution transit absorption spectra correction
by: Dethier, W., et al.
Published: (2024)

Comparing transit spectroscopy pipelines at the catalogue level: evidence for systematic differences
by: Mugnai, Lorenzo V., et al.
Published: (2024)

Kinematical signatures: Distinguishing between warps and radial flows
by: Zuleta, A., et al.
Published: (2024)

Improved characterization of the TOI-2141 system: a dense sub-Neptune with non-transiting inner and outer companions
by: Luque, R., et al.
Published: (2025)

CETRA: A fast, sensitive exoplanet transit detection algorithm implemented for GPUs
by: Smith, Leigh C., et al.
Published: (2025)

A transformer-based generative model for planetary systems
by: Alibert, Yann, et al.
Published: (2025)

PLATO on the shoulders of TESS: analyzing mono-transit planet candidates in TESS data as a prior knowledge for PLATO observations
by: Magliano, Christian, et al.
Published: (2024)

Impact of Charge Transfer Inefficiency on transit light-curves: A correction strategy for PLATO
by: Mishra, Shaunak, et al.
Published: (2025)