Dr. Davor Davidović
Projects
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Electric Vehicle Fleet Optimization with Quantum and Classical Methods - EV-QCM-OPT
01.10.2025 - 30.09.2029 | 117,000.00 EUR
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Learning Materials at eXascale - LimitX
01.02.2024 - 28.02.2025 | 199,469.00 EUR
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Advanced methods and technologies in Data Science and Cooperative Systems - DATACROSS 2.0
01.01.2024 - 31.12.2026 | 1,499,999.98 EUR
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Traceability Reference Architecture Conformant EBSI for European Union - TRACE4EU
01.06.2023 - 31.05.2025 | 3,512,015.23 EUR
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Artificial Intelligence for Smart Healthcare and Medicine - AI4Health.Cro
01.04.2023 - 31.03.2026 | 2,965,065.23 EUR
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National Competence Centres in the framework of EuroHPC Phase 2 - EUROCC2
01.01.2023 - 31.03.2026 | 1,342,636.00 EUR
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Scalable high-performance algorithms for future heterogeneous distributed computer systems - HybridScale
18.01.2021 - 17.01.2026 | 209,479.06 EUR
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Trusted and reliable content on future blockchains - TruBlo
01.09.2020 - 30.11.2023 | 6,055,000.00 EUR
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18.03.2020 - 17.10.2023 | 2,685,555.43 HRK
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National Initiatives for Open Science in Europe - NI4OS-Europe
01.09.2019 - 28.02.2023 | 5,599,475.00 EUR
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Scientific Visualisation Methods
01.01.2007 - 01.01.2009
Awards and Achievements
- The best paper award, event 38th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), Opatija, Croatia. Paper title: “Cloudflow - A Framework for MapReduce Pipeline Development in Biomedical Research”. Authors: Lukas Forer, Enis Afgan, Hansi Weißensteiner, Davor Davidovic, Gunter Specht, Florian Kronenberg, Sebastian Schonherr
- Silver Plaque „Josip Loncar“ for an outstanding doctoral dissertation awarded by the Faculty of Electrical Engineering and Computing, University of Zagreb, 2014
Classes
- University College Algebra, an assistant at the "Data Analytics in cloud computing"
Publications - journal articles
Original scientific paper
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Badrinarayanan, Abhiram; Davidović, Davor; Napoli, Edoardo Di; Novak, Jurica; Genovese, Luigi; Ramirez‐Hidalgo, Gustavo; Wu, Xinzhe | Data‐Driven Spectral Prediction for Accelerating Large‐Scale Electronic Structure Calculations // PAMM : Proceedings in applied mathematics and mechanics, 26 (2026), 4; e70204, 9. doi: 10.1002/pamm.70204
doifulir.irb.hronlinelibrary.wiley.com -
Mijić, Nenad; Kaushik, Abhiram; Živković, Dario; Davidović, Davor | Scalable QR Factorisation of Ill-Conditioned Tall-and-Skinny Matrices on Distributed GPU Systems // Mathematics, 13 (2025), 22; 3608-3629. doi: 10.3390/math13223608
doiwww.mdpi.comfulir.irb.hr -
Skala, Karolj; Šojat, Zorislav; Maričević, Josip; Davidović, Davor; Bojović, Viktor; Zubčić, Tomislav; Kolarek, Branimir; Pažin, Dario; Tomić, Draško; Slapnik, Tadej et al. | Prospects of digital scientific publishing on blockchain: The concept of DAP // Open research Europe (ORE), 3 (2024), 117-127. doi: 10.12688/openreseurope.15771.2
doiopen-research-europe.ec.europa.eufulir.irb.hr -
Odavić, Jovan ; Torre, Gianpaolo ; Mijić, Nenad ; Davidović, Davor ; Franchini, Fabio ; Giampaolo, Salvatore Marco ; | Random unitaries, Robustness, and Complexity of Entanglement // Quantum, 7 (2023), 1115-1129. doi: 10.22331/q-2023-09-15-1115
doiquantum-journal.orgfulir.irb.hrarxiv.org -
Skala, Karolj ; Šojat, Zorislav ; Maričević, Josip ; Davidović, Davor ; Bojović, Viktor ; Zubčić, Tomislav ; Kolarek, Branimir ; Pažin, Dario ; Tomić, Draško ; Slapnik, Tadej et al. | Prospects of digital scientific publishing on blockchain: The concept of DAP // Open research Europe (ORE), 2023 (2023), 3; 117, 27. doi: 10.12688/openreseurope.15771.1
doiopen-research-europe.ec.europa.eu -
Jakobović, Domagoj; Đurasević, Marko; Brkić, Karla; Fosin, Juraj; Carić, Tonči; Davidović, Davor | Evolving Dispatching Rules for Dynamic Vehicle Routing with Genetic Programming // Algorithms, 16 (2023), 6; 285, 23. doi: 10.3390/a16060285
doiwww.mdpi.comfulir.irb.hr -
Grbčić, Luka ; Družeta, Siniša ; Mauša, Goran ; Lipić, Tomislav ; Vukić Lušić, Darija ; Alvir, Marta ; Lučin, Ivana ; Sikirica, Ante ; Davidović, Davor ; Travaš, Vanja et al. | Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis // Environmental modelling & software, 155 (2022), 105458, 14. doi: 10.1016/j.envsoft.2022.105458
doifulir.irb.hrarxiv.orgwww.sciencedirect.com -
Tomić, Draško ; Davidović, Davor ; Szasz, Attila Marcel ; Rezeli, Melinda ; Pirkić, Boris ; Petrik, Jozsef ; Bačić Vrca, Vesna ; Janđel, Vladimir ; Lipić, Tomislav ; Skala, Karolj et al. | The screening and evaluation of potential clinically significant HIV drug combinations against the SARS-CoV-2 virus // Informatics in medicine unlocked, 23 (2021), 100529, 7. doi: 10.1016/j.imu.2021.100529
doiwww.sciencedirect.comfulir.irb.hr -
Alonso-Jordá, Pedro ; Davidović, Davor ; Sapunar, Marin ; Herrero, José R. ; Quintana- Ortí, Enrique S. | Efficient update of determinants for many- electron wave function overlaps // Computer physics communications, 258 (2021), 107521, 14. doi: 10.1016/j.cpc.2020.107521
doiwww.sciencedirect.comdoi.orgfulir.irb.hr -
Sapunar, Marin ; Piteša, Tomislav ; Davidović, Davor ; Došlić, Nađa | Highly Efficient Algorithms for CIS Type Excited State Wave Function Overlaps // Journal of chemical theory and computation, 15 (2019), 6; 3461-3469. doi: 10.1021/acs.jctc.9b00235
doipubs.acs.orgdoi.org -
Davidović, Davor ; Fabregat-Traver, Diego ; Höhnerbach, Markus ; Di Napoli, Edoardo | Accelerating the computation of FLAPW methods on heterogeneous architectures // Concurrency and computation, 30 (2018), 24; e4905, 14. doi: 10.1002/cpe.4905
doionlinelibrary.wiley.com -
Salomoni, D. ; Campos, I. ; Gaido, L. ; de Lucas, J. Marco ; Solagna, P. ; Gomes, J. ; Matyska, L. ; Fuhrman, P. ; Hardt, M. ; Donvito, G. et al. | INDIGO-DataCloud: a Platform to Facilitate Seamless Access to E-Infrastructures // Journal of Grid Computing, 16 (2018), 3; 381-408. doi: 10.1007/s10723-018-9453-3
doilink.springer.comlink.springer.comfulir.irb.hr -
Forer, Lukas ; Afgan, Enis ; Weissenteiner, Hansi ; Davidović, Davor ; Specht, Guenther ; Kronenberg, Florian ; Schoenherr, Sebastian | CLOUDFLOW - Enabling Faster Biomedical Pipelines with Mapreduce and Spark // Scalable Computing. Practice and Experience, 17 (2016), 2; 103-114. doi: 10.12694/scpe.v17i2.1159
doiwww.scpe.orgfulir.irb.hr -
Aliaga, José I. ; Alonso, Pedro ; Badía, José M. ; Chacón, Pablo ; Davidović, Davor ; López-Blanco, José R. ; Quintana-Ortí, Enrique S. | Fast Band--Krylov Eigensolver for Macromolecular Functional Motion Simulation on Multicore Architectures and Graphics Processors // Journal of computational physics, 309 (2016), 314-323. doi: 10.1016/j.jcp.2016.01.007
doiwww.sciencedirect.comdx.doi.orgfulir.irb.hr -
Skala, Karolj ; Davidović, Davor ; Afgan, Enis ; Sović, Ivan ; Šojat, Zorislav | Scalable Distributed Computing Hierarchy: Cloud, Fog and Dew Computing // Open journal of cloud computing, 2 (2015), 1; 16-24. doi: 10.19210/1002.2.1.16
doiwww.ronpub.comfulir.irb.hr -
Davidović, Davor ; Depolli, Matjaž ; Lipić, Tomislav ; Skala, Karolj ; Trobec, Roman | Energy Efficiency of Parallel Multicore Programs // Scalable Computing. Practice and Experience, 16 (2015), 4; 437-448. doi: 10.12694/scpe.v16i4.1132
doiwww.scpe.org -
Aliaga, Jose I. ; Badia. Jose ́M. ; Castillo, Maribel ; Davidović, Davor ; Mayo, Rafael ; Quintana-Orti, Enrique S. | Out-of-Core Macromolecular Simulations on Multithreaded Architectures // Concurrency and computation, 27 (2015), 6; 1540-1550. doi: 10.1002/cpe.3357
doi -
Skala, Karolj ; Davidović, Davor ; Lipić, Tomislav ; Sović, Ivan | G-Phenomena as a Base of Scalable Distributed Computing — G-Phenomena in Moore’s Law // International journal of internet and distributed system, 2 (2014), 1; 1-4. doi: 10.4236/ijids.2014.21001
doifulir.irb.hrfile.scirp.org -
Fosin, Juraj ; Davidović, Davor ; Carić, Tonči | A GPU implementation of local search operators for symmetric travelling salesman problem // Promet, 25 (2013), 3; 225-234. doi: 10.7307/ptt.v25i3.300
doi -
Singer, Sanja ; Singer, Saša ; Novaković, Vedran ; Davidović, Davor ; Bokulić, Krešimir ; Ušćumlić, Aleksandar | Three-Level Parallel J-Jacobi Algorithms for Hermitian Matrices // Applied mathematics and computation, 218 (2012), 9; 5704-5725. doi: 10.1016/j.amc.2011.11.067
doiac.els-cdn.comwww.sciencedirect.comdx.doi.org -
Aliaga, José Ignacio ; Bientinesi, Paolo ; Davidović, Davor ; Di Napoli, Eduardo ; Igual Peña, Francisco D. ; Quintana-Ortí, Enrique S. | Solving Dense Generalized Eigenproblems on Multi-threaded Architectures // Applied mathematics and computation, 218 (2012), 22; 11279-11289. doi: 10.1016/j.amc.2012.05.020
doiwww.sciencedirect.comac.els-cdn.com -
Davidović, Davor ; Skala, Karolj ; Belušić, Danijel ; Telišman-Prtenjak, Maja | Grid implementation of the Weather Research and Forecasting model // Earth Science Informatics, 3 (2010), 4; 199-208. doi: 10.1007/s12145-010-0060-5
doiwww.springerlink.com
Other
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Dorn, Amelie ; Wandl-Vogt, Eveline ; Davidović, Davor ; Barbera, Roberto | Opening up traditional cultural knowledge by means of European infrastructures: the examples of exploreAT! & EGI Engage // Revista de humanidades digitales, 3 (2019), 124-134. doi: 10.5944/rhd.vol.3.2019.23188
doirevistas.uned.esdoi.orgfulir.irb.hr
Publications - Conference journals
Izvorni znanstveni rad
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Fabregat-Traver, Diego ; Davidović, Davor ; Höhnerbach, Markus ; Di Napoli, Edoardo | Hybrid CPU-GPU generation of the Hamiltonian and Overlap matrices in FLAPW methods // Lecture notes in computer science, 2017. str. 200-211
Publications - Conference unpublished
Unpublished conference paper
Kolarek, Branimir; Pungerčar, Vesna; Arh, Svavko; Gamulin, Ljubo; Gavrilica, Katarina; Šaina, Toni; Maričević, Marko; Davidović, Davor | Validating Photogrammetry for the Analysis and Documentation of Incised Graffiti on Frescoes // IIC Ghent Congress 2026 | Gent, Belgija, 08.09.2026-11.09.2026
Kolarek, Branimir; Maričević, Marko; Davidović, Davor | A Streamlined Virtual Reflectance Transformation Imaging (V-RTI) Pipeline for Epigraphic Analysis: Bypassing 3D Rendering via AI-Generated Light Position Matrices // Multidisciplinary Research on Cultural Heritage | Zagreb / Zagreb / Zagreb / Zagreb, Hrvatska, 23.09.2026-25.09.2026
Kolarek, Branimir; Davidović, Davor | The Core Challenges of a Trustworthy AI for Digital Fresco Restoration // Mediterranean Machine Learning Summer School | Split, Hrvatska, 08.09.2025-12.09.2025
Publications - Graded papers
Master's thesis (university)
Davidović, Davor | Ubrzanje jednostranog Jacobijevog algoritma za nalaženje svojstvenih vrijednosti matrica korištenjem sortiranja / Singer, Sanja (mentor). | Zagreb, Prirodoslovno-matematički fakultet, Zagreb, 2008
Doctoral thesis
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Davidović, Davor | Solving Large Dense Symmetric Eigenproblem on Hybrid Architectures / Jakobović, Domagoj ; Skala, Karolj (mentor). | Zagreb, Fakultet elektrotehnike i računarstva, 2014
fulir.irb.hr
Other Publications
Popular science article
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Davidović, Davor ; Belušić, Danijel ; Telišman Prtenjak, Maja | Feature - Forecasting weather on the grid // ISGTW international science grid this week, 2010
www.isgtw.org
Membership in professional associations / societies
- Croatian Society for Information, Communication and Electronic Technology - MIPRO, member since 2019