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Cited article:

On the use of polarized thermal emission to constrain cloud grain size and temperature structure of sub-stellar objects

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Monthly Notices of the Royal Astronomical Society 545 (4) (2026)
https://doi.org/10.1093/mnras/staf2190

CHEXANET: a novel approach to fast-tracking disequilibrium chemistry calculations for exoplanets using neural networks

Antonia Vojtekova, Ingo Waldmann, Kai Hou Yip, Bruno Merín, Ahmed Faris Al-Refaie and Olivia Venot
Monthly Notices of the Royal Astronomical Society 538 (3) 1690 (2025)
https://doi.org/10.1093/mnras/staf297

Machine-assisted classification of potential biosignatures in Earth-like exoplanets using low signal-to-noise ratio transmission spectra

David S Duque-Castaño, Jorge I Zuluaga and Lauren Flor-Torres
Monthly Notices of the Royal Astronomical Society 539 (2) 1528 (2025)
https://doi.org/10.1093/mnras/staf563

Near-instantaneous Atmospheric Retrievals and Model Comparison with FASTER

Anna Lueber, Konstantin Karchev, Chloe Fisher, Matthias Heim, Roberto Trotta and Kevin Heng
The Astrophysical Journal Letters 984 (1) L32 (2025)
https://doi.org/10.3847/2041-8213/adc7aa

Flow matching for atmospheric retrieval of exoplanets: Where reliability meets adaptive noise levels

Timothy D. Gebhard, Jonas Wildberger, Maximilian Dax, Annalena Kofler, Daniel Angerhausen, Sascha P. Quanz and Bernhard Schölkopf
Astronomy & Astrophysics 693 A42 (2025)
https://doi.org/10.1051/0004-6361/202451861

Machine learning spectral clustering techniques: Application to Jovian clouds from Juno/JIRAM and JWST/NIRSpec

F. Biagiotti, L. N. Fletcher, D. Grassi, M. T. Roman, G. Piccioni, A. Mura, I. de Pater, T. Fouchet, M. H. Wong, R. Hueso, O. King, H. Melin, J. Harkett, S. Toogood, P. G. J. Irwin, F. Tosi, A. Adriani, G. Sindoni, C. Plainaki, R. Sordini, R. Noschese, A. Cicchetti, G. Orton, P. Rodriguez-Ovalle, G. L. Bjoraker, et al.
Astronomy & Astrophysics 701 A247 (2025)
https://doi.org/10.1051/0004-6361/202554552

The JWST weather report: Retrieving temperature variations, auroral heating, and static cloud coverage on SIMP-0136

E. Nasedkin, M. Schrader, J. M. Vos, B. Biller, B. Burningham, N. B. Cowan, J. K. Faherty, E. Gonzales, M. B. Lam, A. M. McCarthy, P. S. Muirhead, C. O’Toole, M. K. Plummer, G. Suárez, X. Tan, C. Visscher, N. Whiteford and Y. Zhou
Astronomy & Astrophysics 702 A1 (2025)
https://doi.org/10.1051/0004-6361/202555370

Evidence for SiO cloud nucleation in the rogue planet PSO J318

P. Mollière, H. Kühnle, E. C. Matthews, Th. Henning, M. Min, P. Patapis, P.-O. Lagage, L. B. F. M. Waters, M. Güdel, C. Jäger, Z. Zhang, L. Decin, B. A. Biller, O. Absil, I. Argyriou, D. Barrado, C. Cossou, A. Glasse, G. Olofsson, J. P. Pye, D. Rouan, M. Samland, S. Scheithauer, P. Tremblin, N. Whiteford, et al.
Astronomy & Astrophysics 703 A79 (2025)
https://doi.org/10.1051/0004-6361/202555732

Investigating the influence of asymmetric errors on retrievals of exoplanet transmission spectra

Jack J Davey, Kai Hou Yip, Quentin Changeat and Ingo P Waldmann
RAS Techniques and Instruments 4 (2025)
https://doi.org/10.1093/rasti/rzaf052

Flow Matching Posterior Estimation for Simulation-Based Atmospheric Retrieval of Exoplanets

Massimiliano Giordano Orsini, Alessio Ferone, Laura Inno, Angelo Casolaro and Antonio Maratea
IEEE Access 13 137773 (2025)
https://doi.org/10.1109/ACCESS.2025.3594751