Validating Position Reconstruction Algorithm with $${}^{\mathbf{241}}$$Am–$${}^{\mathbf{9}}$$Be Neutron Source in DEAP-3600
The DEAP-3600 experiment uses a modern coordinate reconstruction algorithm that utilizes machine learning. This algorithm performed well compared to likelihood-based approaches. Here we validate our neural network based algorithm on data obtained using $${}^{241}$$ Am– $${}^{9}$$ Be radioactive source. The results obtained confirm algorithm validity.
Authors
- A. Grobov
- A. Ilyasov (ORCID: https://orcid.org/0000-0001-6850-2996)
Institutions
- Kurchatov Institute (RU)
- National Research Nuclear University MEPhI (RU)
Publication Details
- Journal
- Physics of Atomic Nuclei
- Published
- 2025-04-01
- DOI
- https://doi.org/10.1134/s1063778825700280
- Primary Topic
- Particle physics theoretical and experimental studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00