scholarly journals Software for online reconstruction and filtering at the Belle II experiment

2020 ◽  
Vol 35 (33) ◽  
pp. 2043001 ◽  
Author(s):  
Nils Braun ◽  
Thomas Kuhr

The Belle II experiment is designed to collect 50 times more data than its predecessor. For a smooth collection of high-quality data, a robust and automated data transport and processing pipeline has been established. We describe the basic software components employed by the high level trigger. It performs a reconstruction of all events using the same algorithms as offline, classifies the events according to physics criteria, and provides monitoring information. The improved system described in this paper has been deployed successfully since 2019.

2020 ◽  
Author(s):  
James McDonagh ◽  
William Swope ◽  
Richard L. Anderson ◽  
Michael Johnston ◽  
David J. Bray

Digitization offers significant opportunities for the formulated product industry to transform the way it works and develop new methods of business. R&D is one area of operation that is challenging to take advantage of these technologies due to its high level of domain specialisation and creativity but the benefits could be significant. Recent developments of base level technologies such as artificial intelligence (AI)/machine learning (ML), robotics and high performance computing (HPC), to name a few, present disruptive and transformative technologies which could offer new insights, discovery methods and enhanced chemical control when combined in a digital ecosystem of connectivity, distributive services and decentralisation. At the fundamental level, research in these technologies has shown that new physical and chemical insights can be gained, which in turn can augment experimental R&D approaches through physics-based chemical simulation, data driven models and hybrid approaches. In all of these cases, high quality data is required to build and validate models in addition to the skills and expertise to exploit such methods. In this article we give an overview of some of the digital technology demonstrators we have developed for formulated product R&D. We discuss the challenges in building and deploying these demonstrators.<br>


2012 ◽  
Vol 396 (1) ◽  
pp. 012029
Author(s):  
S Lee ◽  
R Itoh ◽  
T Higuchi ◽  
M Nakao ◽  
S Y Suzuki ◽  
...  
Keyword(s):  
Belle Ii ◽  

2021 ◽  
Author(s):  
Markus Tobias Prim ◽  
N. Braun ◽  
Y. Guan ◽  
O. Hartbrich ◽  
R. Itoh ◽  
...  

2008 ◽  
Vol 55 (2) ◽  
pp. 703-709 ◽  
Author(s):  
B. Becker ◽  
S. Chattopadhyay ◽  
C. Cicalo ◽  
J. Cleymans ◽  
G. de Vaux ◽  
...  

2011 ◽  
Vol 331 (2) ◽  
pp. 022015 ◽  
Author(s):  
S Lee ◽  
R Itoh ◽  
N Katayama ◽  
S Mineo
Keyword(s):  
Belle Ii ◽  

2013 ◽  
Vol 60 (5) ◽  
pp. 3720-3724 ◽  
Author(s):  
R. Itoh ◽  
T. Higuchi ◽  
M. Nakao ◽  
S. Y. Suzuki ◽  
S. Lee
Keyword(s):  
Belle Ii ◽  

Author(s):  
R. Itoh ◽  
T. Higuchi ◽  
M. Nakao ◽  
S.Y. Suzuki ◽  
S. Lee
Keyword(s):  
Belle Ii ◽  

Sign in / Sign up

Export Citation Format

Share Document