REDVID Collision Event Data – Linear Tracks and Hits
Abstract
An example, representative data set is generated using the REDuced VIrtual Detector
(REDVID) simulation framework and contains complexity-reduced subatomic particle
collision event data. Particle trajectory information and hit coordinates from
interactions with reduced-order virtual detector models is included. The data is
generated in 3D domain and follows the cylindrical coordinate system for hit point
coordinates in space and trajectory function parameters.
The included five tarballs each belong to a different data generation recipe. While all
recipes include 10000 collision events, the number of tracks included in events varies
from 1 track per event to 10000 tracks per event. This is noticeable from the tarball
names.
The data set is intended to be used as synthesised input for research involving
ML-assisted pipeline design exploration, as well as ML model design exploration,
e.g., Neural Architecture Search (NAS). To understand the data and its generation in
detail, refer to the provided README file, as well as the related publication.
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Licence
Artefacts shared as PDF are licenced under
CC BY 4.0.