PyTransit: Fast and Easy Exoplanet Transit Modelling in Python
arXiv:1504.07433 · doi:10.1093/mnras/stv894
Abstract
We present a fast and user friendly exoplanet transit light curve modelling package PyTransit, implementing optimised versions of the Gimenéz and the Mandel & Agol transit models. The package offers an object-oriented Python interface to access the two models implemented natively in Fortran with OpenMP parallelisation. A partial OpenCL version of the quadratic Mandel-Agol model is also included for GPU-accelerated computations. The aim of PyTransit is to facilitate the analysis of photometric time series of exoplanet transits consisting of hundreds of thousands of datapoints, and of multi-passband transit light curves from spectrophotometric observations, as a part of a researcher's programming toolkit for building complex, problem-specific, analyses.
6 pages, 4 figures, accepted to MNRAS
References in corpus (19)
- Analytic Lightcurves for Planetary Transit Searches
- EXOFAST: A fast exoplanetary fitting suite in IDL
- Homogeneous studies of transiting extrasolar planets. I. Light curve analyses
- Parameter Estimation from Time-Series Data with Correlated Errors: A Wavelet-Based Method and its Application to Transit Light Curves
- Binning is sinning: morphological light-curve distortions due to finite integration time
- Transit Lightcurves of Extrasolar Planets Orbiting Rapidly-Rotating Stars
- Transit Analysis Package (TAP and autoKep): IDL Graphical User Interfaces for Extrasolar Planet Transit Photometry
- Properties of analytic transit light curve models
- Light curve modelling for mutual transits
- The GTC exoplanet transit spectroscopy survey I: OSIRIS transmission spectroscopy of the short period planet WASP-43b
- Kepler423b: a half-Jupiter mass planet transiting a very old solar-like star
- Kepler-77b: a very low albedo, Saturn-mass transiting planet around a metal-rich solar-like star
- A universal approach to the calculation of the transit light curves
- Narrow Band Halpha Photometry of the Super-Earth GJ 1214b with GTC/OSIRIS Tunable Filters
- Transiting exoplanets from the CoRoT space mission XXV. CoRoT-27b: a massive and dense planet on a short-period orbit
- Confirmation of an exoplanet using the transit color signature: Kepler-418b, a blended giant planet in a multiplanet system
- Detection of transit timing variations in excess of one hour in the Kepler multi-planet candidate system KOI 806 with the GTC
- Seeking for the leading actor on the cosmic stage: Galaxies versus Supermassive Black Holes
- PlanetPack software tool for exoplanets detection: coming new features
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