Cover Image

Enabling Robust Exoplanet Atmospheric Retrievals with Gaussian Processes

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rotman, Yoav, Welbanks, Luis, Line, Michael R., McGill, Peter, Radica, Michael, Nixon, Matthew C.
Format:	Preprint
Published:	2025
Subjects:	Earth and Planetary Astrophysics Instrumentation and Methods for Astrophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

On the Application of Bayesian Leave-One-Out Cross-Validation to Exoplanet Atmospheric Analysis
by: Welbanks, Luis, et al.
Published: (2022)

Methods for Incorporating Model Uncertainty into Exoplanet Atmospheric Analysis
by: Nixon, Matthew C., et al.
Published: (2023)

A Comparison of 1D and 3D Exoplanet Atmosphere Model Grids: ScCHIMERA and the SPARC/MITgcm
by: Wiser, Lindsey S., et al.
Published: (2025)

NASA's Pandora SmallSat Mission: Simulated Modeling and Retrieval of Near-Infrared Exoplanet Transmission Spectra
by: Rotman, Yoav, et al.
Published: (2026)

exoTEDRF: An EXOplanet Transit and Eclipse Data Reduction Framework
by: Radica, Michael
Published: (2024)

Evidence for Morning-to-Evening Limb Asymmetry on the Cool Low-Density Exoplanet WASP-107b
by: Murphy, Matthew M., et al.
Published: (2024)

Prospects for Detecting Signs of Life on Exoplanets in the JWST Era
by: Seager, Sara, et al.
Published: (2025)

POSEIDON: A Multidimensional Atmospheric Retrieval Code for Exoplanet Spectra
by: MacDonald, Ryan J.
Published: (2024)

VIRA: An Exoplanet Atmospheric Retrieval Framework for JWST Transmission Spectroscopy
by: Constantinou, Savvas, et al.
Published: (2024)

Open Source High-Resolution Exoplanet Atmosphere Retrievals with POSEIDON
by: Wang, Ruizhe, et al.
Published: (2025)

Exploring and Validating Exoplanet Atmospheric Retrievals with Solar System Analog Observations
by: Robinson, Tyler D., et al.
Published: (2022)

The Importance of Optical Wavelength Data on Atmospheric Retrievals of Exoplanet Transmission Spectra
by: Fairman, Charlotte, et al.
Published: (2024)

Identifying and Fitting Eclipse Maps of Exoplanets with Cross-Validation
by: Hammond, Mark, et al.
Published: (2024)

Gaussian Processes and Nested Sampling Applied to Kepler's Small Long-period Exoplanet Candidates
by: Matesic, Michael R. B., et al.
Published: (2024)

The Library of Exoplanet Atmospheric Composition Measurements: Population Level Trends in Exoplanet Composition with ExoComp
by: Lothringer, Joshua D., et al.
Published: (2025)

Combined Exoplanet Mass and Atmospheric Characterization for Accelerated Exoplanetology
by: de Wit, Julien, et al.
Published: (2025)

High-resolution Ultraviolet-to-nearinfrared Characterization of Exoplanet Atmospheres
by: Cubillos, Patricio E., et al.
Published: (2025)

Mapping the SO2 Shoreline in Gas Giant Exoplanets
by: Crossfield, Ian J. M., et al.
Published: (2025)

An Initial Assessment of the Hanle Echelle Spectrograph for Exoplanet Atmosphere Studies
by: Bestha, Manjunath, et al.
Published: (2025)

Stellar Models Also Limit Exoplanet Atmosphere Studies in Emission
by: Fauchez, Thomas J., et al.
Published: (2025)

Reliable Detections of Atmospheres on Rocky Exoplanets with Photometric JWST Phase Curves
by: Hammond, Mark, et al.
Published: (2024)

A Next-Generation Exoplanet Atmospheric Retrieval Framework NEXOTRANS for Emission Spectroscopy: New Constraints and Atmospheric Characterization of WASP-69b Using JWST NIRCam and MIRI Observations
by: Deka, Tonmoy, et al.
Published: (2025)

The Detection-vs-Retrieval Challenge: Titan as an Exoplanet
by: Niraula, Prajwal, et al.
Published: (2025)

Probing 2D Asymmetries of an Exoplanet Atmosphere from Chromatic Transit Variation
by: Tada, Shotaro, et al.
Published: (2025)

Exploring Giant Planet Atmospheres with Habitable Worlds Observatory
by: Fletcher, Leigh N., et al.
Published: (2025)

Comparing Apples with Apples: Robust Detection Limits for Exoplanet High-Contrast Imaging in the Presence of non-Gaussian Noise
by: Bonse, Markus J., et al.
Published: (2023)

On the Information Content of Ariel Transmission Spectra: Reassessing the Tier System
by: Radica, Michael, et al.
Published: (2026)

Analysis of Angular-Differential Post-Processing Algorithms for Exoplanet Direct Detection with a Photonic Lantern Nuller
by: Goyal, Suvinay, et al.
Published: (2025)

Investigating the Influence of Asymmetric Errors on Retrievals of Exoplanet Transmission Spectra
by: Davey, Jack J., et al.
Published: (2025)

Paths to Robust Exoplanet Science Yield Margin for the Habitable Worlds Observatory
by: Stark, Christopher C., et al.
Published: (2024)

Modeling Atmospheric Lines By the Exoplanet Community (MALBEC) version 1.0: A CUISINES radiative transfer intercomparison project
by: Villanueva, Geronimo L., et al.
Published: (2024)

Reconstructing the Free-floating Planet Mass Function with the Nancy Grace Roman Space Telescope
by: DeRocco, William, et al.
Published: (2025)

A Next-Generation Exoplanet Atmospheric Retrieval Framework for Transmission Spectroscopy (NEXOTRANS): Comparative Characterization for WASP-39 b Using JWST NIRISS, NIRSpec PRISM, and MIRI Observations
by: Deka, Tonmoy, et al.
Published: (2025)

Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise Levels
by: Gebhard, Timothy D., et al.
Published: (2024)

Ground-Based Reconnaissance Observations of 21 Exoplanet Atmospheres with the Exoplanet Transmission Spectroscopy Imager
by: Oelkers, Ryan J., et al.
Published: (2025)

Retrievals Applied To A Decision Tree Framework Can Characterize Earth-like Exoplanet Analogs
by: Young, Amber V., et al.
Published: (2023)

Classifications for Exoplanet and Exoplanetary Systems -- Could it be developed? I. Exoplanet classification
by: Plávalová, E., et al.
Published: (2024)

UMI: GPU-Accelerated Asymmetric Robust Estimator for Photometric Detrending in Exoplanet Transit Searches
by: Khan, Omar
Published: (2026)

Exoplanet Terra Incognita
by: Berdyugina, Svetlana V., et al.
Published: (2018)

Exoplanet Atmospheric Escape Observations with the Habitable Worlds Observatory
by: Santos, Leonardo A. Dos, et al.
Published: (2025)