Naslov
Draft Version of the Computational Module for Simplified Radiological Analyses

Autori
Dučkić, Paulina ; Trontl, Krešimir ; Matijević, Mario

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 26th International Conference Nuclear Energy for New Europe NENE2017 / Cizelj, Leon ; Holler, Tadej - Ljubljana : Nuclear Society of Slovenia, 2017, 803-1

ISBN
978-961-6207-42-3

Skup
26th International Conference Nuclear Energy for New Europe NENE2017

Mjesto i datum
Bled, Slovenija, 11.09.2017. - 14.09.2017

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Shielding, neutron, gamma, point kernel, buildup factors, SVR method, machine learning

Sažetak
In the framework of the DOCPAGANSA (“Development of Code Package for Advanced Gamma and Neutron Shielding Analyses”) research project the computational module for simplified shielding analyses has been developed. The computational module is based on the point kernel method which is used for gamma, as well as neutron shielding calculations. The gamma and neutron buildup factors are determined by a novel method based on Support Vector Regression method which is a one of the machine learning techniques. In this paper we report on the main characteristics of the developed preliminary SVR models for gamma and neutron buildup factors. We also present the preliminary results of the testing of the models’ beta versions on the geometrically simple problem setup with gamma and neutron source.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA