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Over the past decade, the study of extrasolar planets has evolved rapidly from plain detection and identification to comprehensive categorization and characterization of exoplanet systems and their atmospheres.
Random decision forests
T. K. Ho · 1995
Earlier work this paper cites.
Nested sampling
J. Skilling · 2004
Earlier work this paper cites.
Mass–radius curve for extrasolar Earth-like planets and ocean planets
C. Sotin, O. Grasset, and A. Mocquet · 2007
Earlier work this paper cites.
Differential evolution Markov chain with snooker updater and fewer chains
C. J. ter Braak and J. A. Vrugt · 2008
Earlier work this paper cites.
Stellar diameters and temperatures. II. Main-sequence K-and M-stars
T. S. Boyajian, K. Von Braun, G. Van Belle, H. A. McAlister, A. Theo, S. R. Kane, P. S. Muirhead, J. Jones, R. White, G. Schaefer, et al · 2012
Earlier work this paper cites.
Improving neural networks by preventing co-adaptation of feature detectors
G. E. Hinton, N. Srivastava, A. Krizhevsky, I. Sutskever, and R. R. Salakhutdinov · 2012
Earlier work this paper cites.
ImageNet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
Earlier work this paper cites.
Stellar diameters and temperatures. III. Main-sequence A, F, G, and K stars: additional high-precision measurements and empirical relations
T. S. Boyajian, K. von Braun, G. van Belle, C. Farrington, G. Schaefer, J. Jones, R. White, H. A. McAlister, A. Theo, S. Ridgway, et al · 2013
Earlier work this paper cites.
Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
Cited alongside, same era.
Common 0.1 bar tropopause in thick atmospheres set by pressure-dependent infrared transparency
T. D. Robinson and D. C. Catling · 2014
Cited alongside, same era.
Observations of Exoplanet Atmospheres
I. J. M. Crossfield · 2015
Cited alongside, same era.
Most 1.6 earth-radius planets are not rocky
L. A. Rogers · 2015
Cited alongside, same era.
Dropout as a bayesian approximation: Representing model uncertainty in deep learning
Y. Gal and Z. Ghahramani · 2016
Cited alongside, same era.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Cited alongside, same era.
The cosmic shoreline: The evidence that escape determines which planets have atmospheres, and what this may mean for proxima centauri b
K. J. Zahnle and D. C. Catling · 2017
Later among the works it cites.
Exoplanet Biosignatures: Observational Prospects
Y. Fujii, D. Angerhausen, R. Deitrick, S. Domagal-Goldman, J. L. Grenfell, Y. Hori, S. R. Kane, E. Pallé, H. Rauer, N. Siegler, K. Stapelfeldt, and K. B. Stevenson · 2018
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Atmospheric retrieval of exoplanets
N. Madhusudhan · 2018
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Supervised machine learning for analysing spectra of exoplanetary atmospheres
P. Márquez-Neila, C. Fisher, R. Sznitman, and K. Heng · 2018
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Exoplanet Biosignatures: A Review of Remotely Detectable Signs of Life
E. W. Schwieterman, N. Y. Kiang, M. N. Parenteau, C. E. Harman, S. DasSarma, T. M. Fisher, G. N. Arney, H. E. Hartnett, C. T. Reinhard, S. L. Olson, V. S. Meadows, C. S. Cockell, S. I. Walker, J. L. Grenfell, S. Hegde, S. Rugheimer, R. Hu, and T. W. Lyons · 2018
Closest in time.
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Dreaming of atmospheres
I. P. Waldmann · 2016
Cited alongside, same era.
Illusion and reality in the atmospheres of exoplanets
L. D. Deming and S. Seager · 2017
Cited alongside, same era.
Planetary spectrum generator: an accurate online radiative transfer suite for atmospheres, comets, small bodies and exoplanets
G. L. Villanueva, M. D. Smith, S. Protopapa, S. Faggi, and A. M. Mandell · 2018
Closest in time.
Exogan: Retrieving exoplanetary atmospheres using deep convolutional generative adversarial networks
T. Zingales and I. P. Waldmann · 2018
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