Buchumschlag

Deep learning for exoplanet detection and characterization by direct imaging at high contrast

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Bodrito, Théo, Flasseur, Olivier, Mairal, Julien, Ponce, Jean, Langlois, Maud, Lagrange, Anne-Marie
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Instrumentation and Methods for Astrophysics Earth and Planetary Astrophysics Machine Learning
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

MODEL&CO: Exoplanet detection in angular differential imaging by learning across multiple observations
von: Bodrito, Théo, et al.
Veröffentlicht: (2024)

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

Combining statistical learning with deep learning for improved exoplanet detection and characterization
von: Flasseur, Olivier, et al.
Veröffentlicht: (2024)

GPI+SPHERE detection of a 6.1 $M_{\text{Jup}}$ circumbinary planet around HD 143811
von: Squicciarini, Vito, et al.
Veröffentlicht: (2025)

Machine learning revolution for exoplanet direct imaging detection: transformer architectures
von: Lin, Yu-Chia
Veröffentlicht: (2025)

Logistic regression to boost exoplanet detection performances
von: Cambazard, Hadrien, et al.
Veröffentlicht: (2024)

Combining reference-star and angular differential imaging for high-contrast imaging of extended sources
von: Juillard, Sandrine, et al.
Veröffentlicht: (2024)

Direct detection and characterization of exoplanets using imaging Fourier transform spectroscopy
von: Zhang, Jingwen, et al.
Veröffentlicht: (2023)

Clouds can enhance direct imaging detection of O2 and O3 on terrestrial exoplanets
von: Yang, Huanzhou, et al.
Veröffentlicht: (2025)

Examining the detectability of ringing on highly eccentric exoplanets
von: Vanrespaille, Mathijs, et al.
Veröffentlicht: (2024)

Exploration of the inner region of the system HD 142527
von: Tran, T. M. H., et al.
Veröffentlicht: (2026)

There's more to life in reflected light: Simulating the detectability of a range of molecules for high-contrast, high-resolution observations of non-transiting terrestrial exoplanets
von: Currie, Miles H., et al.
Veröffentlicht: (2025)

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

NIRCam yells at cloud: JWST MIRI imaging can directly detect exoplanets of the same temperature, mass, age, and orbital separation as Saturn and Jupiter
von: Bowens-Rubin, Rachel, et al.
Veröffentlicht: (2025)

A parameter scan of dark zone maintenance for high-contrast imaging of exoplanets using theoretical and experimental implementations
von: Manojkumar, Saikrishna, et al.
Veröffentlicht: (2025)

Confrontation between modelled solar integrated observables and direct observations I. Radial velocities and convective blueshift
von: Meunier, Nadège, et al.
Veröffentlicht: (2024)

Full orbital solutions in pre-main sequence high-order multiple systems: GG Tau Ab and UX Tau B
von: Duchêne, Gaspard, et al.
Veröffentlicht: (2024)

Recent development in high-precision high-fidelity spectrographs for exoplanet research and characterization
von: Bouchy, François, et al.
Veröffentlicht: (2026)

ESCAPE project: investigating active observing strategies and post-processing methods for exoplanet high-contrast imaging with future space missions
von: Choquet, Elodie, et al.
Veröffentlicht: (2024)

Saltire -- A model to measure dynamical masses for high-contrast binaries and exoplanets with high-resolution spectroscopy
von: Sebastian, Daniel, et al.
Veröffentlicht: (2023)

Challenges in the detection of gases in exoplanet atmospheres
von: Welbanks, Luis, et al.
Veröffentlicht: (2025)

Chasing the storm: Investigating the application of high-contrast imaging techniques in producing precise exoplanet light curves
von: Sutlieff, Ben J., et al.
Veröffentlicht: (2025)

Bound circumplanetary orbits under the influence of radiation pressure: Application to dust in directly imaged exoplanet systems
von: Hansen, Brad M. S., et al.
Veröffentlicht: (2023)

NCCR PlanetS: Observational and computational characterization of exoplanet atmospheres
von: Kitzmann, Daniel, et al.
Veröffentlicht: (2026)

Direct imaging of exoplanets: Legacy and prospects
von: Chauvin, Gael
Veröffentlicht: (2024)

Revisiting the Borde-Traub focal plane wavefront estimation technique for exoplanet direct imaging
von: Potier, Axel, et al.
Veröffentlicht: (2024)

A comprehensive spectroscopic reference of the solar system and its application to exoplanet direct imaging
von: Payne, Allison, et al.
Veröffentlicht: (2025)

On the importance of geometry in exoplanet irradiation : Implications for the day-night contrast
von: Sadh, Mradumay, et al.
Veröffentlicht: (2024)

On the robustness of exoplanet atmospheric detections: insights from extensive simulations
von: Sánchez-López, A., et al.
Veröffentlicht: (2025)

Challenge of direct imaging of exoplanets within structures: disentangling real signal from point source from background light
von: Li, Jialin, et al.
Veröffentlicht: (2024)

WIde Separation Planets In Time (WISPIT): Two directly imaged exoplanets around the Sun-like stellar binary WISPIT 1
von: van Capelleveen, Richelle F., et al.
Veröffentlicht: (2025)

The SPHERE infrared survey for exoplanets (SHINE) V. Full sample characterization
von: Squicciarini, V., et al.
Veröffentlicht: (2026)

Exo-NINJA at Subaru: fiber-fed spectro-imaging of exoplanets and circumstellar disks at R$\sim$4000
von: Morsy, Mona El, et al.
Veröffentlicht: (2024)

Astrometric detection of exoplanets
von: Feng, Fabo
Veröffentlicht: (2024)

A second visit to Eps Ind Ab with JWST: new photometry confirms ammonia and suggests thick clouds in the exoplanet atmosphere of the closest super-Jupiter
von: Matthews, Elisabeth C., et al.
Veröffentlicht: (2026)

Planet Earth in reflected and polarized light: II. Refining contrast estimates for rocky exoplanets with ELT and HWO
von: Roccetti, Giulia, et al.
Veröffentlicht: (2025)

Evidence for a sub-jovian planet in the young TWA7 disk
von: Lagrange, A. -M., et al.
Veröffentlicht: (2025)

Prospects of detecting rotational flatness of exoplanets from space-based photometry
von: Kálmán, Sz., et al.
Veröffentlicht: (2025)

Future exoplanet direct imaging instruments: Simulating spatial light modulator-based pixelated focal-plane coronagraphy
von: Lin, Liurong, et al.
Veröffentlicht: (2024)

The COBREX archival survey: improved constraints on the occurrence rate of wide-orbit substellar companions. I. A uniform re-analysis of 400 stars from the GPIES survey
von: Squicciarini, V., et al.
Veröffentlicht: (2024)