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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
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