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master's thesis
Rješavanje problema u elektrostatici heterogenim metodama
Zagreb: University of Zagreb, Faculty of Science, 2017. urn:nbn:hr:217:949494
Mijić, Nenad
University of Zagreb
Faculty of Science
Department of Physics

Institutional repository: Repository of the Faculty of Science

Cite this document

Mijić, N. (2017). Rješavanje problema u elektrostatici heterogenim metodama (Master's thesis). Zagreb: University of Zagreb, Faculty of Science. Retrieved from https://urn.nsk.hr/urn:nbn:hr:217:949494

Mijić, Nenad. "Rješavanje problema u elektrostatici heterogenim metodama." Master's thesis, University of Zagreb, Faculty of Science, 2017. https://urn.nsk.hr/urn:nbn:hr:217:949494

Mijić, Nenad. "Rješavanje problema u elektrostatici heterogenim metodama." Master's thesis, University of Zagreb, Faculty of Science, 2017. https://urn.nsk.hr/urn:nbn:hr:217:949494

Mijić, N. (2017). 'Rješavanje problema u elektrostatici heterogenim metodama', Master's thesis, University of Zagreb, Faculty of Science, accessed 29 December 2024, https://urn.nsk.hr/urn:nbn:hr:217:949494

Mijić N. Rješavanje problema u elektrostatici heterogenim metodama [Master's thesis]. Zagreb: University of Zagreb, Faculty of Science; 2017 [cited 2024 December 29] Available at: https://urn.nsk.hr/urn:nbn:hr:217:949494

N. Mijić, "Rješavanje problema u elektrostatici heterogenim metodama", Master's thesis, University of Zagreb, Faculty of Science, Zagreb, 2017. Available at: https://urn.nsk.hr/urn:nbn:hr:217:949494

Metadata
TitleRješavanje problema u elektrostatici heterogenim metodama
Title (english)Solving electrostatics problems using heterogeneous methods
AuthorNenad Mijić
MentorDavor Horvatić (mentor)
Committee memberDavor Horvatić (predsjednik povjerenstva)
Committee memberDanko Radić (član povjerenstva)
Committee memberŽeljko Skoko (član povjerenstva)
Committee memberTomislav Marketin (član povjerenstva)
Committee memberDamir Pajić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Science
(Department of Physics)
Zagreb
Defense date and country2017-12-12, Croatia
Scientific / art field,
discipline and subdiscipline		NATURAL SCIENCES
Physics
Abstract
U ovom radu dan je kratak pregled osnova elektrostatike i računalnih heterogenih metoda. Razrađene su dvije platforme za rad na heterogenim sustavima, CUDA C i TensorFlow. Njih koristimo kako bi dobili ubrzanja izračuna u odnosu na homogene implementacije. CUDA C je detaljnije razrađen zbog kompleksnosti nužnih programskih paradigmi koje je potrebno usvojiti radi uspješne implementacije. Na kraju rada dan je pregled neuronskih mreža koje koristimo za izvrednjavanje potencijala na cijeloj domeni. Neuronske mreže trenirane su na diskretnom prostoru rješenja dobiveno metodom relaksacije.
Abstract (english)
In this thesis a brief overview of the basis of electrostatics and computer heterogeneous methods is given. We discuss two platforms for implementing heterogeneous systems, CUDA C and TensorFlow, which are used to accelerate calculations in relation to homogeneous implementations. CUDA C is presented in more detail due to the complexity of the programming paradigms that need to be adopted for successful implementation. At the end of the thesis, we review the neural networks we use to compute potential across the entire domain. Neural networks are trained in the discreet space of the solution obtained by the relaxation method.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:217:949494
Study programmeTitle: Physics; specializations in: Education
Course: Education
Study programme type: university
Study level: integrated undergraduate and graduate
Academic / professional title: magistar/magistra edukacije fizike (magistar/magistra edukacije fizike)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2018-01-17 13:01:01