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The Pan-STARRS1 Proper-motion Survey for Young Brown Dwarfs in Nearby Star-forming Regions. I. Taurus Discoveries and a Reddening-free Classification Method for Ultracool Dwarfs

Zhoujian 周健 Zhang 张, Michael C. Liu, William M. J. Best, Eugene A. Magnier, Kimberly M. Aller, K. C. Chambers, P. W. Draper, H. Flewelling, K. W. Hodapp, N. Kaiser, R.-P. Kudritzki, N. Metcalfe, R. J. Wainscoat and C. Waters
The Astrophysical Journal 858 (1) 41 (2018)
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Improving the Accuracy of Planet Occurrence Rates from Kepler Using Approximate Bayesian Computation

Danley C. Hsu, Eric B. Ford, Darin Ragozzine and Robert C. Morehead
The Astronomical Journal 155 (5) 205 (2018)
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Metallicity gradient of the thick disc progenitor at high redshift

Daisuke Kawata, Carlos Allende Prieto, Chris B. Brook, et al.
Monthly Notices of the Royal Astronomical Society 473 (1) 867 (2018)
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Generalized massive optimal data compression

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Origin of chemically distinct discs in the Auriga cosmological simulations

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Monthly Notices of the Royal Astronomical Society 474 (3) 3629 (2018)
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Simulation-based marginal likelihood for cluster strong lensing cosmology

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Monthly Notices of the Royal Astronomical Society 473 (2) 1736 (2018)
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BANYAN. XI. The BANYAN Σ Multivariate Bayesian Algorithm to Identify Members of Young Associations with 150 pc

Jonathan Gagné, Eric E. Mamajek, Lison Malo, Adric Riedel, David Rodriguez, David Lafrenière, Jacqueline K. Faherty, Olivier Roy-Loubier, Laurent Pueyo, Annie C. Robin and René Doyon
The Astrophysical Journal 856 (1) 23 (2018)
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StarHorse: a Bayesian tool for determining stellar masses, ages, distances, and extinctions for field stars

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Monthly Notices of the Royal Astronomical Society 476 (2) 2556 (2018)
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A Chemical and Kinematical Analysis of the Intermediate-age Open Cluster IC 166 from APOGEE and Gaia DR2

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Massive optimal data compression and density estimation for scalable, likelihood-free inference in cosmology

Justin Alsing, Benjamin Wandelt and Stephen Feeney
Monthly Notices of the Royal Astronomical Society 477 (3) 2874 (2018)
https://doi.org/10.1093/mnras/sty819

The Galactic thick disc density profile traced with RR Lyrae stars

Cecilia Mateu and A Katherina Vivas
Monthly Notices of the Royal Astronomical Society 479 (1) 211 (2018)
https://doi.org/10.1093/mnras/sty1373

Probing the nature of dark matter by forward modelling flux ratios in strong gravitational lenses

Daniel Gilman, Simon Birrer, Tommaso Treu, Charles R Keeton and Anna Nierenberg
Monthly Notices of the Royal Astronomical Society 481 (1) 819 (2018)
https://doi.org/10.1093/mnras/sty2261