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Papers matching “Bayesian retrieval” 12

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The CHROMA cloud top pressure retrieval algorithm for the Plankton, Aerosol, Cloud, ocean Ecosytem (PACE) satellite mission
2022 preprint Environmental Science Atmospheric aerosols and clouds Open access

A. M. Sayer, Luca Lelli, Brian Cairns, Bastiaan van Diedenhoven, Amir I. Ibrahim, Kirk David Knobelspiesse, +2 more

2

citations
The ARCiS framework for Exoplanet Atmospheres: Modelling Philosophy and Retrieval
2020 arXiv (Cornell University) preprint Physics and Astronomy Stellar, planetary, and galactic studies Open access

Michiel Min, Chris W. Ormel, Katy L. Chubb, Ch. Helling, Yui Kawashima

7

citations
Bayesian Unsupervised Machine Learning Approach to Segment Arctic Sea Ice from SMOS
2020 preprint Earth and Planetary Sciences Arctic and Antarctic ice dynamics Open access

Christoph Herbert, Adriano Camps, Florian Wellmann, Merce Vall-llossera

0

citations
The 2019 Methane Budget And Uncertainties At 1 Degree Resolution And Each Country Through Bayesian Integration Of GOSAT Total Column Methane Data And A Priori Inventory Estimates
2021 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

John R. Worden, Daniel Cusworth, Zhen Qu, Yi Yin, Yuzhong Zhang, A. Anthony Bloom, +7 more

12

citations
FlopPITy: Enabling self-consistent exoplanet atmospheric retrievals with machine learning
2024 arXiv (Cornell University) preprint Physics and Astronomy Stellar, planetary, and galactic studies Open access

Francisco Ardévol Martínez, Michiel Min, Daniela Huppenkothen, I. Kamp, Paul I. Palmer

0

citations
The carbon isotope ratio of β Pic b with high-resolution spectroscopy
2026 arXiv (Cornell University) preprint Physics and Astronomy Stellar, planetary, and galactic studies Open access

D. González Picos, Ignas A. G. Snellen, R. Landman, S. de Regt, Natalie Grasser, Jayne Birkby, +3 more

0

citations
Reduced-Cost Construction of Jacobian Matrices for High-Resolution Inversions of Satellite Observations of Atmospheric Composition
2020 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Hannah O. Nesser, Daniel J. Jacob, Joannes D. Maasakkers, Tia R. Scarpelli, Melissa Payer Sulprizio, Yuzhong Zhang, +1 more

8

citations
The Featherweight Giant: Unraveling the Atmosphere of a 17 Myr Planet with JWST
2024 arXiv (Cornell University) preprint Physics and Astronomy Stellar, planetary, and galactic studies Open access

Pa Chia Thao, Andrew W. Mann, Adina D. Feinstein, Peter Gao, Daniel Thorngren, Yoav Rotman, +26 more

3

citations
The Fast & Fourier: Using neural operators to speed up radiative modeling of protoplanetary disks
2026 arXiv (Cornell University) preprint Physics and Astronomy Astrophysics and Star Formation Studies Open access

Lukas Welzel, Melissa K. McClure

0

citations
The Fast & Fourier: Using neural operators to speed up radiative modeling of protoplanetary disks
2026 arXiv (Cornell University) preprint Physics and Astronomy Astrophysics and Star Formation Studies Open access

Lukas Welzel, Melissa K. McClure

0

citations
Initial data analysis for longitudinal studies to build a solid foundation for reproducible analysis
2023 medRxiv preprint Mathematics Statistical Methods and Bayesian Inference Open access

Lara Lusa, Cécile Proust‐Lima, Carsten Oliver Schmidt, Katherine J. Lee, Saskia le Cessie, Frank Lawrence, +1 more

1

citations
Global distribution of methane emissions: a comparative inverse analysis of observations from the TROPOMI and GOSAT satellite instruments
2021 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Zhen Qu, Daniel J. Jacob, Xiao Hui Lu, Yuzhong Zhang, Tia R. Scarpelli, Hannah O. Nesser, +5 more

25

citations

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