There is a newer version of the record available.

Published January 11, 2019 | Version v2
Report Open

GPGPU Accelerated Beam Dynamics Interfacing PyHEADTAIL with SixTrackLib

  • 1. CERN openlab summer student

Description

Simulations of beam dynamics vastly profit from parallelisation with high performance computing techniques. The two simulation libraries SixTrackLib and PyHEADTAIL are GPGPU accelerated. The former models non-linear particle tracking while the latter models wakefields and space charge using linear tracking. In this project the goal is to explore concepts to bridge the gap between the two simulation codes, thus a potential user can use them as a single simulation code while being abstracted from the interfacing details. Advanced non-linear particle tracking capability is introduced into PyHEADTAIL via SixTrackLib. Therefore collective effects such as space charge and wakefield interactions can be simulated more accurately in view of resonance dynamics and beam instability applications. As an introductory task wakefield calculations are ported to the GPU in order to reduce total simulation time. A major part of the project is to interface PyHEADTAIL with SixTrackLib so that a user of PyHEADTAIL can utilise the non-linear tracking functionality of SixTrackLib via an API in python. This interfacing mechanism works on both the CPU and GPU and the user has the option to switch between the two.

Files

Report_Meghana_Madhyastha.pdf

Files (1.0 MB)

Name Size Download all
md5:6ee5f714497ca80a39a1349f13e9c334
509.5 kB Preview Download
md5:7ad7366d3309f1714b6133276bce8040
508.1 kB Preview Download