29 October 2023 to 3 November 2023
DLNP, JINR
Europe/Moscow timezone

Optimization of cascade simulation process using spatial parametrization

30 Oct 2023, 16:10
15m
Bogolyubov Hall (2nd floor), BLTP

Bogolyubov Hall (2nd floor), BLTP

Oral Mathematical Modeling and Computational Physics Mathematical Modeling and Computational Physics

Speaker

Ms Anna Belyakova (Irkutsk State University)

Description

The NTsim is a framework, which aims is to simulate data for neutrino experiments, such as IceCube, KM3NET/Arca, Baikal-GVD, P-ONE and others planned in future, with the initial focus on the Baikal-GVD telescope. The main goal of the project is to reach the desired time of simulation, not compromising the accuracy of simulation. To achieve this, different methods are used in the framework. The one described in this talk is optimization of cascade simulation process using a spatial parametrization. Different options for this kind of optimization have been investigated during the work and the most suitable one is developed and implemented into the simulation chain. To validate this specific method, the distributions of parameters have been illustrated and compared to the original detailed simulation, the results of the comparison will be presented in the talk.

Primary author

Ms Anna Belyakova (Irkutsk State University)

Co-authors

Ilya Chernousov (Irkutsk State University) Irina Perevalova (Irkutsk State University) Sergey Zavyalov (JINR/MSU) Yury Malyshkin (JINR)

Presentation materials