16 citations · 39 across the 8 of their papers we have counts for
8 papers
Parallel CPU- and GPU-based connected component algorithms for event building for hybrid pixel detectors
Tomáš Čelko, František Mráz, Benedikt Bergmann +1
The latest generation of Timepix series hybrid pixel detectors enhance particle tracking with high spatial and temporal resolution. However, their high hit-rate capability poses ch…
The Design and Construction of the Chips Water Cherenkov Neutrino Detector
B. Alonso Rancurel, N. Angelides, G. Augustoni +64
CHIPS (CHerenkov detectors In mine PitS) was a prototype large-scale water Cherenkov detector located in northern Minnesota. The main aim of the R&D project was to demonstrate that…
Neutrino Characterisation using Convolutional Neural Networks in CHIPS water Cherenkov detectors
Josh Tingey, Simeon Bash, John Cesar +8
This work presents a novel approach to water Cherenkov neutrino detector event reconstruction and classification. Three forms of a Convolutional Neural Network have been trained to…
Improved algorithms for determination of particle directions with Timepix3
Petr Mánek, Benedikt Bergmann, Petr Burian +5
Timepix3 pixel detectors have demonstrated great potential for tracking applications. With pixels, 55 m pitch and improved resolution in time (1.56 ns) an…
Low-latency NuMI Trigger for the CHIPS-5 Neutrino Detector
Petr Mánek, Simeon Bash, John Cesar +8
The CHIPS R&D project aims to develop affordable large-scale water Cherenkov neutrino detectors for underwater deployment. In 2019, a 5kt prototype detector CHIPS-5 was deployed in…
Fast Regression of the Tritium Breeding Ratio in Fusion Reactors
Petr Mánek, Graham Van Goffrier, Vignesh Gopakumar +3
The tritium breeding ratio (TBR) is an essential quantity for the design of modern and next-generation D-T fueled nuclear fusion reactors. Representing the ratio between tritium fu…
Randomized Computer Vision Approaches for Pattern Recognition in Timepix and Timepix3 Detectors
Petr Mánek, Benedikt Bergmann, Petr Burian +3
Timepix and Timepix3 are hybrid pixel detectors ( pixels), capable of tracking ionizing particles as isolated clusters of pixels. To efficiently analyze such cluster…
Precision Luminosity of LHC Proton-Proton Collisions at 13 TeV Using Hit-Counting with TPX Pixel Devices
Andre Sopczak, Babar Ali, Thanawat Asawatavonvanich +19
A network of Timepix (TPX) devices installed in the ATLAS cavern measures the LHC luminosity as a function of time as a stand-alone system. The data were recorded from 13 TeV proto…