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Pregled bibliografske jedinice broj: 1211149

Application of ANNs for estimation of material behavior – learning from small datasets


Marohnić, Tea; Basan, Robert
Application of ANNs for estimation of material behavior – learning from small datasets // 43rd Materials Mechanics Seminar
Sani Resort, Halkidika, Grčka, 2022. (pozvano predavanje, podatak o recenziji nije dostupan, neobjavljeni rad, znanstveni)


CROSBI ID: 1211149 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Application of ANNs for estimation of material behavior – learning from small datasets

Autori
Marohnić, Tea ; Basan, Robert

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, neobjavljeni rad, znanstveni

Skup
43rd Materials Mechanics Seminar

Mjesto i datum
Sani Resort, Halkidika, Grčka, 05.06.2022. - 10.06.2022

Vrsta sudjelovanja
Pozvano predavanje

Vrsta recenzije
Podatak o recenziji nije dostupan

Ključne riječi
artificial neural networks ; small datasets ; material behavior ; estimation

Sažetak
The invited lecture deals with application of artificial neural networks for estimation of material behavior with special attention to learning from small datasets.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo



POVEZANOST RADA


Projekti:
HRZZ-IP-2020-02-5764 - Razvoj modela za procjenu ponašanja materijala temeljenih na strojnom učenju (MADEIRA) (Basan, Robert, HRZZ - 2020-02) ( CroRIS)
NadSve-Sveučilište u Rijeci-uniri-tehnic-18-116 - Istraživanje i razvoj prediktivnih modela ponašanja konstrukcijskih materijala temeljenih na metodama strojnog učenja (Basan, Robert, NadSve - UNIRI PROJEKTI) ( CroRIS)

Ustanove:
Tehnički fakultet, Rijeka

Profili:

Avatar Url Tea Marohnić (autor)

Avatar Url Robert Basan (autor)


Citiraj ovu publikaciju:

Marohnić, Tea; Basan, Robert
Application of ANNs for estimation of material behavior – learning from small datasets // 43rd Materials Mechanics Seminar
Sani Resort, Halkidika, Grčka, 2022. (pozvano predavanje, podatak o recenziji nije dostupan, neobjavljeni rad, znanstveni)
Marohnić, T. & Basan, R. (2022) Application of ANNs for estimation of material behavior – learning from small datasets. U: 43rd Materials Mechanics Seminar.
@article{article, author = {Marohni\'{c}, Tea and Basan, Robert}, year = {2022}, keywords = {artificial neural networks, small datasets, material behavior, estimation}, title = {Application of ANNs for estimation of material behavior – learning from small datasets}, keyword = {artificial neural networks, small datasets, material behavior, estimation}, publisherplace = {Sani Resort, Halkidika, Gr\v{c}ka} }
@article{article, author = {Marohni\'{c}, Tea and Basan, Robert}, year = {2022}, keywords = {artificial neural networks, small datasets, material behavior, estimation}, title = {Application of ANNs for estimation of material behavior – learning from small datasets}, keyword = {artificial neural networks, small datasets, material behavior, estimation}, publisherplace = {Sani Resort, Halkidika, Gr\v{c}ka} }




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