Juliet: a versatile modelling tool for transiting and non-transiting exoplanetary systems
arXiv:1812.08549 · doi:10.1093/mnras/stz2688
Abstract
Here we present juliet, a versatile tool for the analysis of transits, radial-velocities, or both. juliet is built over many available tools for the modelling of transits, radial-velocities and stochastic processes (here modelled as Gaussian Processes; GPs) in order to deliver a tool/wrapper which can be used for the analysis of transit photometry and radial-velocity measurements from multiple instruments at the same time, using nested sampling algorithms which allows it to not only perform a thorough sampling of the parameter space, but also to perform model comparison via bayesian evidences. In addition, juliet allows to fit transiting and non-transiting multi-planetary systems, and to fit GPs which might share hyperparameters between the photometry and radial-velocities simultaneously (e.g., stellar rotation periods), which might be useful for disentangling stellar activity in radial-velocity measurements. Nested Sampling, Importance Nested Sampling and Dynamic Nested Sampling is performed with publicly available codes which in turn give juliet multi-threading options, allowing it to scale the computing time of complicated multi-dimensional problems. We make juliet publicly available via GitHub.
arXiv commentAccepted MNRAS version. Code available at https://github.com/nespinoza/juliet, documentation at http://juliet.readthedocs.io/
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- Non-detection of Helium in the upper atmospheres of TRAPPIST-1b, e and f
- Revisiting the secondary eclipses of KELT-1b using TESS observations
- Transit Timing Variations of the Sub-Saturn Exoplanet HAT-P-12b
- A transiting hot Jupiter with two outer siblings orbiting an intermediate-mass post main-sequence star
- The GAPS Programme at the TNG: LXX. TOI-5734b: A hot sub-Neptune orbiting a relatively young K dwarf with an Earth-like density
- NIRPS tightens the mass estimate of GJ 3090 b and detects a planet near the stellar rotation period
- Optimization Applied to Selected Exoplanets
- TOI-1201 b: A mini-Neptune transiting a bright and moderately young M dwarf
- Improved characterization of the TOI-2141 system: a dense sub-Neptune with non-transiting inner and outer companions
- Discovery of a multi-planetary system orbiting the aged Sun-like star HD 224018