PORTFOLIO / Associate professor Tea Marohnić dipl. ing. stroj.

Portfolio

Associate professor

Tea Marohnić

dipl. ing. stroj.

Faculty of Engineering

Contact

T +38551651531

UNIRI e-mail

e-mail 1

ROOM 1-116

Visibility

Research

Journal Articles

2023.

Estimation of Cyclic Stress–Strain Curves of Steels Based on Monotonic Properties Using Artificial Neural Networks

Marohnić, Tea; Basan, Robert; Marković, Ela

Materials - 16 14

Q2 WOS Q2

2023.

Application of material fatigue parameters estimation in analysis of rolling-sliding contact fatigue of gears

Basan, Robert; Marohnić, Tea; Božić, Željko

Procedia Structural Integrity - 46 62-67

2022.

Estimation of fatigue behavior of high strength steels

Basan, Robert; Marohnić, Tea

Proceedings of the 43rd International Conference on Materials Mechanics - 33-37

2022.

Application of ANNs for Estimation of Material Behavior – Learning from small datasets

Marohnić, Tea; Basan, Robert

Proceedings of the 43rd International Conference on Materials Mechanics - 109-114

2022.

Evaluation of fatigue parameters estimation methods with regard to specific ranges of fatigue lives and relevant monotonic properties

Basan, Robert ; Marohnić, Tea ; Marković, Ela

Procedia Structural Integrity - 42 655-662

2021.

Artificial Neural Networks-Based Prediction of Hardness of Low-Alloy Steels Using Specific Jominy Distance

Smokvina Hanza, Sunčana ; Marohnić, Tea ; Iljkić, Dario ; Basan, Robert

Metals - 11 714.

Q1 WOS Q1

2019.

Pregled postojećih pristupa i metoda za procjenu cikličkih i zamornih parametara materijala

Basan, Robert; Marohnić, Tea; Smokvina Hanza, Sunčana

Conference Proceedings 20th International Conference on Materials, MATRIB 2019 - 42-51

2019.

Multiaxial fatigue life calculation model for components in rolling-sliding line contact with application to gears

Basan, Robert; Marohnić, Tea

Fatigue & fracture of engineering materials & structures - 42 1478-1493

https://onlinelibrary.wiley.com/doi/abs/10.1111/ffe.12997

Q1 WOS

2018.

Multiaxial Fatigue Life Calculation Model for Engineering Components in Rolling-Sliding Contact

Basan, Robert ; Marohnić, Tea

- 1-8

Preuzeto sa:https://bib.irb.hr/prikazi-rad?&rad=950470

2018.

Estimation of cyclic behavior of unalloyed, low- alloy and high-alloy steels based on relevant monotonic properties using artificial neural networks

Marohnić, Tea ; Basan, Robert

Materialwissenschaft und Werkstofftechnik - 49 368-380

Preuzeto sa:https://bib.irb.hr/prikazi-rad?&rad=932564

Q4 WOS

2017.

Materials characterization – From metals to soft tissues

Franulović, Marina ; Basan, Robert ; Prebil, Ivan ; Trajkovski, Ana ; Marohnić, Tea

Materials discovery - 7 1-7

2017

New insights into estimation of cyclic behaviour of steels based on their monotonic properties using artificial neural networks

Marohnić, Tea

Proceedings of the 5th Symposium on Structural Durability in Darmstadt / Vormwald, Michael ; Beier, Heinz Thomas ; Breidenbach, Kerstin (ur.). Darmstadt, Germany : Technische Universitat Darmstadt - Institut fur Stahlbau und Werkstoffmechanik - 223-230

2017.

Evaluation of Methods for Estimation of Cyclic Stress-Strain Parameters from Monotonic Properties of Steels

Marohnić, Tea; Basan, Robert; Franulović, Marina

Metals - 7 1-15

Preuzeto sa:https://bib.irb.hr/prikazi-rad?&rad=855211

WOS Q1

2016.

Study of Monotonic Properties’ Relevance for Estimation of Cyclic Yield Stress and Ramberg-Osgood Parameters of Steels

Marohnić, Tea; Basan, Robert

Journal of Materials Engineering and Performance

http://link.springer.com/article/10.1007/s11665-016-2311-1

Q2 WOS

2015.

Influence of methodology and selection of monotonic properties on estimation of cyclic stress-strain parameters of steels

Marohnić, Tea; Basan, Robert; Franulović, Marina

Proceedings of the 36th International Conference on Mechanics of Materials / Vormwald, Michael (ur.). - Darmstadt, Germany : Technische Universitat Darmstadt - Institut fur Stahlbau und Werkstoffmechanik (ISBN: 978-3-939195-43-6) - 33-41

2015.

Estimation of fatigue parameters of 42CrMo4 steels

Basan, Robert; Marohnić, Tea; Franulović, Marina

Proceedings of the 36th International Conference on Mechanics of Materials / Vormwald, Michael (ur.). - Darmstadt, Germany : Technische Universitat Darmstadt - Institut fur Stahlbau und Werkstoffmechanik (ISBN: 978-3-939195-43-6) - 20-32

2015.

Some considerations on the evaluation of methods for the estimation of fatigue parameters from monotonic properties

Basan, Robert; Rubeša, Domagoj; Franulović, Marina; Marohnić, Tea

Procedia Engineering (1877-7058) - 101 18-25

WOS

2015.

Evaluation of the Possibility of Estimating Cyclic Stress-strain Parameters and Curves from Monotonic Properties of Steels

Marohnić, Tea; Basan, Robert; Franulović, Marina

Procedia Engineering (1877-7058) - 101 277-284

WOS

2013.

Preliminary investigation of the existence of correlation between cyclic Ramberg-Osgood parameters and monotonic properties of low-alloy steels

Basan, Robert; Marohnić, Tea; Prebil, Ivan; Franulović, Marina

Proceedings of the 3rd International conference Mechanical technologies and structural materials / Živković, Dražen (ur.). - Split : Croatian society for mechanical technologies (ISSN 1847-7917) - 109-115

2012.

Web-Based material properties and knowledge database - Support for design of efficient and lightweight products

Basan, Robert; Marohnić, Tea; Rubeša, Domagoj; Franulović, Marina

3rd Fatigue Symposium Leoben Conference Transcript / Eichsleder, Wilfried ; Grün, Florian (ur.). - Leoben : Montanuniversität Leoben, Chair of Mechanical Engineering (ISBN: 978-3-902544-03-02) - 35-44

2010.

Computer simulation of a laboratory hydraulic system

Gregov, Goran; Marohnić, Tea; Žic, Samir

Proceeding of International Conference on Innovative Technologies, In-Tech 2010 / Kudlaček, Jan ; Barišić, Branimir ; Velay, Xavier ; Ohkura, Kazuhiro (ur.). - Prague : Kudlaček, Jan (ISBN: 978-80-904502-2-6) - 448-452

Invited Lectures

2022.

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

Marohnić, Tea; Basan, Robert

Sani, Chalkidiki, Grčka

Conference Presentations

2023.

Study of Relevance of Alloying Elements in Estimating Cyclic Yield Stress and Ramberg-Osgood Parameters of Steels

Marohnić, Tea; Marković, Ela; Basan, Robert

Usmeno izlaganje

5th International Conference on Structural Integrity Funchal, Madeira, Portugal

2023.

Statistical analysis of parameters and behavior of quenched and tempered steels

Marohnić, Tea; Basan, Robert; Marković, Ela; Smokvina Hanza, Sunčana

Usmeno izlaganje

7th International Conference on Engineering Against Failure ICEAF VII Spetses, Grčka

2021.

Estimation of materials' parameters of strain-life fatigue behavior using empirical and artificial neural networks based approach

Marohnić, Tea ; Basan, Robert

Usmeno izlaganje

26th International Conference on Fracture and Structural Integrity Torino, Italija

2021.

Application of digital image correlation method for verification of topology optimization of 3D printed load-bearing element

Ivaničić, Daniel ; Marohnić, Tea ; Basan, Robert

Usmeno izlaganje

5th International Conference on Structural Integrity and Durability Dubrovnik, Hrvatska

02.09.2019.

A comparison of conventional and machine-learning based methods for estimation of materials' parameters of cyclic strain hardening behavior

Marohnić, Tea; Basan, Robert; Franulović, Marina

Poster

European congress and exhibition on advanced materials and processes EUROMAT 2019 Stockholm, Švedska

29.06.2018.

Possibilities of application of artificial neural networks for biological and nonconventional materials

Basan, Robert ; Marohnić, Tea ; Franulović, Marina

Usmeno izlaganje

First International Conference on Materials, Mimicking and Manufacturing from and for the Bio Application Milano, Italija

Preuzeto sa:https://bib.irb.hr/prikazi-rad?&rad=950238

18.09.2017.

Analysis of relevance of monotonic properties for estimation of strain-life fatigue parameters

Marohnić, Tea; Basan, Robert

Usmeno izlaganje

European congress and exhibition on advanced materials and processes EUROMAT 2017 Solun (Thessaloniki), Grčka

16.08.2017.

Analysis of differences among steel subgroups regarding their strain-life fatigue parameters

Basan, Robert; Marohnić, Tea

Usmeno izlaganje

International Conference on Structural Integrity and Durability 2017 Dubrovnik, Hrvatska

18.05.2017.

New insights into estimation of cyclic behaviour of steels based on their monotonic properties using artificial neural networks

Marohnić, Tea

Usmeno izlaganje

Symposium on Structural Durability in Darmstadt SoSDiD 2017 Darmstadt, Njemačka

25.05.2016.

Biomaterials characterization – parameters identification

Franulović, Marina ; Basan, Robert ; Marković, Kristina ; Marohnić, Tea

Poster

16th International Conference on New Trends in Fatigue and Fracture Dubrovnik, Hrvatska

24.03.2015.

Evaluation of the Possibility of Estimating Cyclic Stress-strain Parameters and Curves from Monotonic Properties of Steels

Marohnić, Tea; Basan, Robert; Franulović, Marina

Usmeno izlaganje

3rd International Conference on Material and Component Performance under Variable Amplitude Loading, VAL2015 Prag, Češka Republika

23.02.2015.

Influence of methodology and selection of monotonic properties on estimation of cyclic stress-strain parameters of steels

Marohnić, Tea; Basan, Robert; Franulović, Marina

Usmeno izlaganje

36th Int. Conference on Mechanics of Materials Sensbachtal, Njemačka

Organisation of Conferences and Symposia

29.5.2023. - 2.6.2023.

44th International Conference on Materials Mechanics MMS

Cres, otok Cres, Hrvatska član Znanstvenog i Organizacijskog odbora

04.06.2019. - 07.06.2019.

International Conference on Structural Integrity and Durability 2018

Dubrovnik, Hrvatska član Organizacijskog odbora

02.10.2018. - 05.10.2018.

International Conference on Structural Integrity and Durability 2018

Dubrovnik, Hrvatska član Organizacijskog odbora

15.08.2017. - 18.08.2017.

International Conference on Structural Integrity and Durability 2017

Dubrovnik, Hrvatska član Organizacijskog odbora

Peer Reviews

2023.

International Journal of Fatigue

2023.

International Journal of Fatigue

2023.

International Journal of Fatigue

2023.

International Journal of Fatigue

2022.

International Journal of Fatigue

2022.

International Journal of Fatigue

2021.

Journal of Constructional Steel Research

2020.

Materials

2020.

Journal of Constructional Steel Research

2020.

Journal of Constructional Steel Research

2020.

Processes

2020.

Materials

2019.

Metals

2019.

Materials

2018.

Engineering Review

2018.

Materials

2018.

Journal of Constructional Steel Research

Projects

Research Projects

15.12.2020. - 14.12.2024.

Razvoj modela za procjenu ponašanja materijala temeljenih na strojnom učenju

Suradnik

HRZZ (Hrvatska zaklada za znanost) 132,457.36

http://www.riteh.uniri.hr/znanost/istrazivanje-i-projekti/modeli-procjene-ponasanja-materijala-temeljeni-na-strojnom-ucenju/

2019-

Istraživanje i razvoj prediktivnih modela ponašanja konstrukcijskih materijala temeljenih na metodama strojnog učenja

Suradnik

Sveučilište u Rijeci

01.10.2015. - 30.09.2019.

Razvoj evolucijskih postupaka za karakterizaciju ponašanja bioloških tkiva

Suradnik

HRZZ (Hrvatska zaklada za znanost)

2014-2015

Karakterizacija i modeliranje ponašanja materijala za lake i inovativne konstrukcije

Suradnik

MZOS - DAAD 9.000,00EUR

2013-2017

Razvoj evolucijskih metoda za identifikaciju parametara materijala (Inicijalna potpora znanstvenim istraživanjima)

Suradnik

Sveučilište u Rijeci

2013-2017

Karakterizacija i modeliranje ponašanja materijala i konstrukcija za inovativne primjene (potpora znanstvenim istraživanjima)

Suradnik

Sveučilište u Rijeci

2010.

Konstrukcija i optimizacija prijenosnika snage

Suradnik

Ministarstvo znanosti, obrazovanja i športa

http://zprojekti.mzos.hr/page.aspx?pid=6&lid=1