2024.

Recovering Mullins damage hyperelastic behaviour with physics augmented neural networks

Zlatić, Martin; Čanađija, Marko

Journal of the Mechanics and Physics of Solids - 193

https://www.sciencedirect.com/science/article/pii/S0022509624003053?via%3Dihub

Q1 WOS Exc

2024.

Data-driven methods for computational mechanics: A fair comparison between neural networks based and model-free approaches

Zlatić, Martin; Rocha, Felipe; Stainier, Laurent; Čanađija, Marko

Computer Methods in Applied Mechanics and Engineering - 431

https://www.sciencedirect.com/science/article/pii/S0045782524005450?via%3Dihub

Q1 WOS Exc

2024.

A computational framework for nanotrusses: Input convex neural networks approach

Čanađija, Marko; Košmerl, Valentina; Zlatić, Martin; Vrtovšnik, Domagoj; Munjas, Neven

European journal of mechanics. A, Solids - 103

https://www.sciencedirect.com/science/article/pii/S0997753823002875?via%3Dihub

Q1 WOS Exc

2023.

Incompressible rubber thermoelasticity: a neural network approach

Zlatić, Martin; Čanađija, Marko

Computational Mechanics - 71 895-916

https://link.springer.com/article/10.1007/s00466-023-02278-y

Q1 WOS

18.10.2024.

Fizikalno proširene neuronske mreže i hiperelastičnost

Zlatić, Martin

Zagreb

https://dsn-zg.hr/2024/10/18/prvi-simpozij-o-primjeni-umjetne-inteligencije-u-racunalnoj-mehanici/

20.6.2024. - 21.6.2024.

Modeliranje hiperelastičnoga ponašanja sa izotropnim oštećenjima pomoću neuronskih mreža

Zlatić, Martin; Čanađija, Marko

Predavanje

13. susret Hrvatskog društva za mehaniku Osijek

19.6.2024. - 21.6.2024.

RECONSTRUCTING THE MULLINS EFFECT WITH PHYSICALLY AUGMENTED NEURAL NETWORKS

Zlatić, Martin; Čanađija, Marko

Predavanje

1st International Conference on Synergy between Multi-physics/Multi-scale Modeling and Machine Learning Prag, Češka

21.9.2023. - 22.9.2023.

Modeliranje nanorešetki kroz spregu molekularne dinamike, strojnog učenja i konačnih elemenata

Čanađija, Marko; Košmerl, Valentina; Zlatić, Martin

Predavanje

12. susret Hrvatskog društva za mehaniku Split

21.9.2023. - 22.9.2023.

Modeliranje nestišljive hiperelastičnosti pomoću neuronskih mreža

Zlatić, Martin; Čanađija, Marko

Predavanje

12. susret Hrvatskog društva za mehaniku Split

4.6.2023. - 8.6.2023.

APPLICATION OF CLASSICAL NEURAL NETWORKS TO ADIABATIC RUBBER THERMOELASTICITY

Zlatić, Martin; Čanađija, Marko

Predavanje

13th International Congress on THermal Stresses Lulea, Švedska

28.9.2022. - 30.9.2022.

A neural network model for incompressible rubber thermo-elasticity

Zlatić, Martin ; Čanađija Marko

Predavanje

10th International Congress of Croatian Society of Mechanics Pula

7.7.2022. - 9.7.2022.

Reducing computational time for FEM post- processing through the use of feedforward neural networks

Zlatić, Martin ; Čanađija, Marko

Predavanje

6th ECCOMAS Young Investigators Conference Valencia, Španjolska

23.10.2021.

Implementing neural networks for FE post-processing

Zlatić, Martin; Čanađija, Marko

Predavanje

5th edition of annual conference for doctoral students of engineering and technology „MY FIRST CONFERENCE“ Rijeka

16.9.2021.

Smanjenje računskog vremena postprocessinga FEM rezultata korištenjem neuronskih mreža

Zlatić, M. ; Čanađija, M.

Predavanje

11. susret Hrvatskog društva za mehaniku Rijeka

1.10.2020.

Novi načini opisivanja mehaničkog ponašanja materijala strojnim učenjem

Zlatić, Martin ; Čanađija, Marko

Predavanje

10. Susret Hrvatskog društva za mehaniku Slavonski Brod

1.10.2020.

Konačnoelementni model za analizu toplinskog izvijanja tankostjenih zatvorenih FG greda

Kvaternik Simonetti, Sandra ; Zlatić, Martin ; Lanc, Domagoj ; Turkalj, Goran

Predavanje

10. Susret Hrvatskog društva za mehaniku Slavonski Brod

24.9.2020.

Novel methods of describing mechanical behaviour through machine learning

Zlatić, Martin ; Čanađija, Marko

Predavanje

4th edition of annual conference for doctoral students of engineering and technology „MY FIRST CONFERENCE“ Rijeka

20.6.2024. - 21.6.2024.

13. susret Hrvatskog društva za mehaniku

Osijek Autor

19.6.2024. - 21.6.2024.

1st International Conference on Synergy between Multi-physics/Multi-scale Modeling and Machine Learning

Prag, Češka Izlagač

21.9.2023. - 22.9.2023.

12. Susret Hrvatskog društva za mehaniku

Split Autor

4.6.2023. - 8.6.2023.

13th International Congress on Thermal Stresses

Lulea, Švedska Izlagač

28.9.2022. - 30.9.2022.

10th International Congress of Croatian Society of Mechanics

Pula Izlagač

23.10.2021.

5th edition of annual conference for doctoral students of engineering and technology „MY FIRST CONFERENCE“

Rijeka Izlagač

16.9.2021. - 17.9.2021.

11. susret Hrvatskoga društva za mehaniku

Rijeka Izlagač

7.7.2021. - 9.7.2021.

6th ECCOMAS Young Investigators Conference

Valencia, Španjolska Izlagač

1.10.2020. - 2.10.2020.

10. Susret Hrvatskog društva za mehaniku

Slavonski Brod Autor

1.10.2020. - 2.10.2020.

10. Susret Hrvatskog društva za mehaniku

Slavonski Brod Koautor

24.9.2020. - 24.9.2020.

4th edition of annual conference for doctoral students of engineering and technology „MY FIRST CONFERENCE“

Rijeka Izlagač