Naslov
Algorithmic methods for parallel modeling and visualization of dynamic processes and machine learning systems

Autori
Dmitrieva, O. ; Nazarova, I. ; Guskova, V. ; Mamuzić, Ilija

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, sažetak, znanstveni

Izvornik
Book of abstracts of the 15th International Symposium of Croatian Metallurgical Society - SHMD '2022, Materials and metallurgy (published in: Metalurgija 61 (2022) 2) / Mamuzić, Ilija - Zagreb : Hrvatsko metalurško društvo, 2022, 575-575

Skup
15th International Symposium of Croatian Metallurgical Society (SHMD '22)

Mjesto i datum
Zagreb, Hrvatska, 22.03.2022. - 23.03.2022

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
algorithmic methods ; parallel modelling ; visualization ; machine learning systems

Sažetak
Research is devoted to improving the efficiency of design and development of working environments for modeling and data mining. The high dimension of such models, the presence of many variables affecting the result, the choice of initial conditions require a long execution time and the use of optimization approaches to solve the problem. Providing highly efficient parallel computations in modeling and visualization of complex dynamical systems covers a new systemic organization of the use of parallel computing resources, the development of new and adaptation of existing computational methods to new parallel architectures.

Izvorni jezik
Engleski

Znanstvena područja
Metalurgija

POVEZANOST RADA