transitPipe: challenges for the ESA PLATO Exoplanet Analysis System

PO
Not scheduled
15m
Wichernhaus

Wichernhaus

Board: S256
poster presentation Science platforms in the big data era Poster

Speaker

Leigh Smith (IoA, University of Cambridge)

Description

We outline the current status of the systems we are designing to detect and characterise exoplanet candidates with PLATO lightcurve data in the early stages of processing (transitPipe). The results of transitPipe comprise a list of vetted and graded exoplanet candidates which will be shared with the community, and passed on to analysis at the next stage (planetPipe). Our process includes robust strategies for filtering stellar variability, and a new fast detection algorithm for the transit signals. The new detection code (CETRA: Cambridge Exoplanet Transit Recovery Algorithm) separates the task into a linear transit search followed by a phase-folding of the former into a periodic signal search, using a physically motivated transit model to improve detection sensitivity. Implemented with NVIDIA’s CUDA platform (for GPUs), it outperforms traditional methods like Box Least Squares and Transit Least Squares in both sensitivity and speed. We also summarise the vetting and grading processes to be applied to all candidates, and show how the PLATO multi-camera data gives us extra leverage for the identification of false positive signals for blended systems.

Affiliation of the submitter Institute of Astronomy, University of Cambridge
Attendance in-person

Primary authors

Leigh Smith (IoA, University of Cambridge) Simon Hodgkin (Institute of Astronomy)

Co-authors

David Murphy (University of Cambridge) Diana Harrison (Institute of Astronomy, University of Cambridge) Dominic Ford (Institute of Astronomy, University of Cambridge) Francesca de Angeli (Institute of Astronomy, University of Cambridge) Giorgia Busso (Institute of Astronomy, University of Cambridge) Guy Rixon (Institute of Astronomy, University of Cambridge) Jonathan Irwin (Institute of Astronomy, University of Cambridge) Nicholas Walton (Institute of Astronomy, University of Cambridge) Saad Ahmed (Institute of Astronomy, University of Cambridge)

Presentation materials