Significant Achievements
The results of scientific research are published in high ranking international journals in order to ensure their high quality, prove their significance and enable the recognition of researchers and institutions in the wider academic community.
2022
Applying Regressive Machine Learning Techniques in Determination of COVID-19 Vaccinated Patients’ Influence on the Number of Confirmed and Deceased Patients
Sandi Baressi Šegota, Ivan Lorencin, Nikola Anđelić, Jelena Musulin, Daniel Štifanić, Matko Glučina, Saša Vlahinić, Zlatan Car
Mathematics Abstract
Thermal buckling analysis of thin-walled closed section FG beam-type structures
Sandra Kvaternik Simonetti, Goran Turkalj, Domagoj Lanc
Thin-Walled Structures Abstract
Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis
Luka Grbčić, Siniša Družeta, Goran Mauša, Tomislav Lipić, Darija Vukić Lušić, Marta Alvir, Ivana Lučin, Ante Sikirica, Davor Davidović, Vanja Travaš, Daniela Kalafatović, Kristina Pikelj, Hana Fajković, Toni Holjević, Lado Kranjčević
Environmental Modelling & Software Abstract
Fracture Recognition in Paediatric Wrist Radiographs: An Object Detection Approach
Franko Hržić, Sebastian Tschauner, Erich Sorantin, Ivan Štajduhar
Mathematics Abstract
Free Vibrations of Bernoulli-Euler Nanobeams with Point Mass Interacting with Heavy Fluid Using Nonlocal Elasticity
Raffaele Barretta, Marko Čanađija, Francesco Marotti de Sciarra, Ante Skoblar
Nanomaterials Abstract
Sequential Properties Representation Scheme for Recurrent Neural Network-Based Prediction of Therapeutic Peptides
Erik Otović, Marko Njirjak, Daniela Kalafatovic, Goran Mauša
Journal of chemical information and modeling Abstract
Experimental validation of progressive damage modeling in additively manufactured continuous fiber composites
Matej Gljušćić, Marina Franulović, Borut Žužek, Andrej Žerovnik
Composite Structures Abstract
Predicting stress–strain behavior of carbon nanotubes using neural networks
Valentina Košmerl, Ivan Štajduhar, Marko Čanađija
Neural Computing and Applications Abstract
Representative volume element for microscale analysis of additively manufactured composites
Matej Gljušćić, Marina Franulović, Domagoj Lanc, Andrej Žerovnik
Additive Manufacturing Abstract
Entropy-Based Concentration and Instantaneous Frequency of TFDs from Cohen’s, Affine, and Reassigned Classes
David Bačnar, Nicoletta Saulig, Irena Petrijevčanin Vuksanović, Jonatan Lerga
Sensors Abstract
Experimentally validated numerical modeling of heat transfer in crossflow air-to-water fin-and-tube heat exchanger
Josip Batista, Anica Trp, Kristian Lenic
Applied Thermal Engineering Abstract
Dynamics Modeling of Industrial Robotic Manipulators: A Machine Learning Approach Based on Synthetic Data
Sandi Baressi Šegota, Nikola Anđelić, Mario Šercer,Hrvoje Meštrić
Mathematics Abstract
Integrated optimization of the building envelope and the HVAC system in nZEB refurbishment
Boris Delač, Branimir Pavković, Kristian Lenić, Damir Mađerić
Applied Thermal Engineering Abstract
The Choice of Time–Frequency Representations of Non-Stationary Signals Affects Machine Learning Model Accuracy: A Case Study on Earthquake Detection from LEN-DB Data
Marko Njirjak, Erik Otović, Dario Jozinović, Jonatan Lerga, Goran Mauša, Alberto Michelini, Ivan Štajduhar
Mathematics Abstract
Computational Efficiency Assessment of Adaptive Mesh Refinement for Turbulent Jets in Crossflow
Ante Sikirica, Luka Grbčić, Marta Alvir, Lado Kranjčević
Mathematics Abstract
Complex Pearson Correlation Coefficient for EEG Connectivity Analysis
Zoran Šverko, Miroslav Vrankić, Saša Vlahinić, Peter Rogelj
Sensors Abstract
A Simplified Measurement Configuration for Evaluation of Relative Permittivity Using a Microstrip Ring Resonator with a Variational Method-Based Algorithm
Miroslav Joler, Alex Noel Joseph Raj, Juraj Bartolić
Sensors Abstract
Intra-domain and cross-domain transfer learning for time series data—How transferable are the features?
Erik Otović, Marko Njirjak, Dario Jozinović, Goran Mauša, Alberto Michelini, Ivan Stajduhar
Knowledge-Based Systems Abstract
One-dimensional model and numerical solution to the viscous and heat-conducting micropolar real gas flow with homogeneous boundary conditions
Angela Bašić-Šiško, Ivan Dražić, Loredana Simčić
Mathematics and Computers in Simulation Abstract
Local existence for viscous reactive micropolar real gas flow and thermal explosion with homogeneous boundary conditions
Angela Bašić-Šiško, Ivan Dražić
Journal of Mathematical Analysis and Applications Abstract
Modeling Uncertainty in Fracture Age Estimation from Pediatric Wrist Radiographs
Franko Hržić, Michael Janisch, Ivan Štajduhar, Jonatan Lerga, Erich Sorantin, Sebastian Tschauner
Mathematics Abstract
2021
Epidemiological Predictive Modeling of COVID-19 Infection: Development, Testing, and Implementation on the Population of the Benelux Union
Tijana Šušteršič, Andjela Blagojević, Danijela Cvetković, Aleksandar Cvetković, Ivan Lorencin, Sandi Baressi Šegota, Dragan Milovanović, Dejan Baskić, Zlatan Car and Nenad Filipović
Frontiers in Public Health Abstract
Semantic Segmentation of Urinary Bladder Cancer Masses From CT Images: A Transfer Learning Approach
Sandi Baressi Šegota, Ivan Lorencin, Klara Smolić, Nikola Anđelić, Dean Markić, Vedran Mrzljak, Daniel Štifanić, Jelena Musulin, Josip Španjol, Zlatan Car
Biology Abstract
Cast suppression in radiographs by generative adversarial networks
Franko Hržić, Ivana Žužić, Sebastian Tschauner, Ivan Štajduhar
Journal of the American Medical Informatics Association Abstract
Experimental Characterization of Optimized Piezoelectric Energy Harvesters for Wearable Sensor Networks
Petar Gljušćić, Saša Zelenika
Sensors Abstract
Deep learning framework for carbon nanotubes: Mechanical properties and modeling strategies
Marko Čanađija
Carbon Abstract
Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progression
Anđela Blagojević, Tijana Šušteršič, Ivan Lorencin, Sandi Baressi Šegota, Nikola Anđelić, Dragan Milovanović, Danijela Baskić, Dejan Baskić, Nataša Zdravković Petrović, Predrag Sazdanović, Zlatan Car, Nenad Filipović
Computers in Biology and Medicine Abstract
Influence of natural convection during melting and solidification of paraffin in a longitudinally finned shell-and-tube latent thermal energy storage on the applicability of developed numerical models
Mateo Kirinčić, Anica Trp, Kristian Lenić
Renewable Energy Abstract
Numerical evaluation of the latent heat thermal energy storage performance enhancement by installing longitudinal fins
Mateo Kirinčić, Anica Trp, Kristian Lenić
Journal of Energy Storage Abstract
A Novel Genetic Scan-Matching-Based Registration Algorithm for Supporting Moving Objects Tracking Effectively and Efficiently
Kristijan Lenac, Alfredo Cuzzocrea, Enzo Mumolo
IEEE Access Abstract
Experimental and numerical study on water ice forming on pipe columns in a limited-volume storage
Damir Mađerić, Zoran Čarija, Branimir Pavković, Boris Delač
Applied Thermal Engineering Abstract
Casting Microstructure Inspection Using Computer Vision: Dendrite Spacing in Aluminum Alloys
Filip Nikolić, Ivan Štajduhar, Marko Čanađija
Metals Abstract
Artificial Neural Networks-Based Prediction of Hardness of Low-Alloy Steels Using Specific Jominy Distance
Sunčana Smokvina Hanza, Tea Marohnić, Dario Iljkić, Robert Basan
Metals Abstract
Augmenting Around-Device Interaction by Geomagnetic Field Built-in Sensor Utilization
Sandi Ljubic, Franko Hržić, Alen Salkanovic, Ivan Štajduhar
Sensors Abstract
Application of Artificial Intelligence-Based Regression Methods in the Problem of COVID-19 Spread Prediction: A Systematic Review
Jelena Musulin, Sandi Baressi Šegota, Daniel Štifanić, Ivan Lorencin, Nikola Anđelić, Tijana Šušteršič, Anđela Blagojević, Nenad Filipović, Tomislav Ćabov, Elitza Markova-Car
International Journal of Environmental Research and Public Health Abstract
Statistical analysis of waves’ effects on ship navigation using high-resolution numerical wave simulation and shipboard measurements
Chen Chen, Kenji Sasa, Jasna Prpić-Oršić, Takaaki Mizojiri
Ocean Engineering Abstract
An Enhanced Histopathology Analysis: An AI-Based System for Multiclass Grading of Oral Squamous Cell Carcinoma and Segmenting of Epithelial and Stromal Tissue
Jelena Musulin, Daniel Štifanić, Ana Zulijani, Tomislav Ćabov, Andrea Dekanić, Zlatan Car
Cancers Abstract
Rotating Bending Fatigue Analysis of Printed Specimens from Assorted Polymer Materials
Marino Brčić, Sanjin Kršćanski, Josip Brnić
Polymers Abstract
Data-Driven Leak Localization in Urban Water Distribution Networks Using Big Data for Random Forest Classifier
Ivana Lučin, Bože Lučin, Zoran Čarija, Ante Sikirica
Mathematics Abstract
XAOM: A method for automatic alignment and orientation of radiographs for computer-aided medical diagnosis
Franko Hržić, Sebastian Tschauner, Erich Sorantin, Ivan Štajduhar
Computers in Biology and Medicine Abstract
Back Up Protection Scheme for High Impedance Faults Detection in Transmission Systems Based on Synchrophasor Measurements
Saša Vlahinić, Dubravko Franković, Borna Juriša, Zoran Zbunjak
IEEE Transactions on Smart Grid Abstract
Rule-Based EEG Classifier Utilizing Local Entropy of Time–Frequency Distributions
Jonatan Lerga, Nicoletta Saulig, Ljubiša Stanković, Damir Seršić
Mathematics Abstract
On Urinary Bladder Cancer Diagnosis: Utilization of Deep Convolutional Generative Adversarial Networks for Data Augmentation
Ivan Lorencin, Sandi Baressi Šegota, Nikola Anđelić, Vedran Mrzljak, Tomislav Ćabov, Josip Španjol, Zlatan Car
Biology Abstract
Artificial intelligence-based predictive model of nanoscale friction using experimental data
Marko Perčić, Saša Zelenika, Igor Mezić
Friction Abstract
Thermal performance analysis of fin-and-tube heat exchangers operating with airflow nonuniformity
Paolo Blecich, Anica Trp, Kristian Lenić
International Journal of Thermal Sciences Abstract
Gravitational-Wave Burst Signals Denoising Based on the Adaptive Modification of the Intersection of Confidence Intervals Rule
Nikola Lopac, Jonatan Lerga, Elena Cuoco
Sensors Abstract
Machine Learning and Simulation-Optimization Coupling for Water Distribution Network Contamination Source Detection
Luka Grbčić, Lado Kranjčević, Siniša Družeta
Sensors Abstract
Estimation of COVID-19 Epidemiology Curve of the United States Using Genetic Programming Algorithm
Nikola Anđelić, Sandi Baressi Šegota,Ivan Lorencin, Zdravko Jurilj, Tijana Šušteršič, Anđela Blagojević, Alen Protić, Tomislav Ćabov, Nenad Filipović, Zlatan Car
International journal of environmental research and public health Abstract
Prediction of Microstructure Constituents’ Hardness after the Isothermal Decomposition of Austenite
Sunčana Smokvina Hanza, Božo Smoljan, Lovro Štic, Krunoslav Hajdek
Metals Abstract
Machine-Learning Classification of a Number of Contaminant Sources in an Urban Water Network
Ivana Lučin, Luka Grbčić, Zoran Čarija, Lado Kranjčević
Sensors Abstract
Automatic Evaluation of the Lung Condition of COVID-19 Patients Using X-ray Images and Convolutional Neural Networks
Ivan Lorencin, Sandi Baressi Šegota, Nikola Anđelić, Anđela Blagojević, Tijana Šušteršić, Alen Protić, Miloš Arsenijević, Tomislav Ćabov, Nenad Filipović, Zlatan Car
Journal of Personalized Medicine Abstract
2020
Motion Control for Autonomous Heterogeneous Multiagent Area Search in Uncertain Conditions
Stefan Ivić
IEEE Transactions on Cybernetics Abstract
Search strategy in a complex and dynamic environment: the MH370 case
Stefan Ivić, Bojan Crnković, Hassan Arbabi, Sophie Loire, Patrick Clary, Igor Mezić
SCIENTIFIC REPORTS Volume: 10 Abstract
Cavitation Model Calibration Using Machine Learning Assisted Workflow
Ante Sikirica, Zoran Čarija, Ivana Lučin, Luka Grbčić, Lado Kranjčević
MATHEMATICS Volume: 8 Abstract
Energy Harvesting Technologies for Structural Health Monitoring of Airplane Components—A Review
Saša Zelenika, Zdenek Hadas,Sebastian Bader, Thomas Becke, Petar Gljušćić, Jiri Hlinka, Ludek Janak, Ervin Kamenar, Filip Ksica, Theodora Kyratsi, Loucas Louca, Miroslav Mrlik, Adnan Osmanović, Vikram Pakrashi, Ondrej Rubes, Oldřich Ševeček, José P.B. Silva, Pavel Tofel, Bojan Trkulja, Runar Unnthorsson, Jasmin Velagić, Željko Vrcan
SENSORS Volume: 20 Abstract
Indoor Localization Based on Infrared Angle of Arrival Sensor Network
Damir Arbula, Sandi Ljubić
SENSORS Abstract
Nonlinear Control of a Bearingless Flux-Switching Slice Motor With Combined Winding System
Nikola Turk, Neven Bulić, Wolfgang Gruber
IEEE ASME TRANSACTIONS ON MECHATRONICS Abstract
Deformation Behavior of C15E + C Steel under Different Uniaxial Stress Tests
Josip Brnić, Marino Brčić, Sanjin Kršćanski, Jitai Niu, Sijie Chen, Zeng Gao
METALS Abstract
Global solution to a one-dimensional model of viscous and heat-conducting micropolar real gas flow
Angela Bašić-Šiško, Ivan Dražić
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS Abstract
Effective area coverage of 2D and 3D environments with directional and isotropic sensors
Diego Sušanj, Domagoj Pinčić, Kristijan Lenac
IEEE ACCESS Abstract
Comparative study on WRF model simulations from the viewpoint of optimum ship routing
Chen Chen, Kenji Sasa, Teruo Ohsawa, Jasna Prpić-Oršić
OCEAN ENGINEERING Abstract
Coupling voyage and weather data to estimate speed loss of container ships in realistic conditions
Natalija Vitali, Jasna Prpić-Oršić, C.Guedes Soares
OCEAN ENGINEERING Abstract
Determination of a DP operability index for an offshore vessel in early design stage
Francesco Mauro, Jasna Prpić-Oršić
OCEAN ENGINEERING Abstract
Benchmark study and uncertainty assessment of numerical predictions of global wave loads on damaged ships
Joško Parunov, Maro Ćorak, C.Guedes Soares, H.Jafaryeganeh, Seppo Kalske, Yongwon Lee, Shukui Liu, Apostolos Papanikolaou, David Prentice, Jasna Prpić-Oršić, Pekka Ruponen, Natalija Vitali
OCEAN ENGINEERING Abstract
Numerical analysis of geometrical and process parameters influence on temperature stratification in a large volumetric heat storage tank
Kocijel, Lino; Mrzljak, Vedran; Glažar, Vladimir
ENERGY Abstract
Prediction of Fatigue Crack Growth in Metallic Specimens under Constant Amplitude Loading Using Virtual Crack Closure and Forman Model
Kršćanski, Sanjin; Brnić, Josip
METALS Abstract
Low cycle fatigue life prediction of the demining tiller tool
Cazin, Damir; Braut, Sanjin; Božić, Željko; Žigulić, Roberto
ENGINEERING FAILURE ANALYSIS Abstract
On thermomechanics of multilayered beams
Barretta, Raffaele; Čanađija, Marko; Marotti de Sciarra, Francesco
INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE Abstract
Characterisation of Polyamide (PA)12 Nanocomposites with Montmorillonite (MMT) Filler Clay Used for the Incremental Forming of Sheets
Borić, Andrej; Kalendová, Alena; Urbanek, Michal; Pepelnjak, Tomaž
POLYMERS Abstract
Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification
Petrovska, Biserka; Zdravevski, Eftim; Lameski, Petre; Corizzo, Roberto; Štajduhar, Ivan; Lerga, Jonatan
SENSORS Abstract
Comparison of Entropy and Dictionary Based Text Compression in English, German, French, Italian, Czech, Hungarian, Finnish, and Croatian
Ignatoski, Matea; Lerga, Jonatan; Stanković, Ljubiša; Daković, Miloš
MATHEMATICS Abstract
CFD study of the PTS experiment in ROCOM test facility
Čarija, Zoran; Ledić, Fran; Sikirica, Ante; Ničeno, Bojan
NUCLEAR ENGINEERING AND TECHNOLOGY Abstract
Optimization of air-water microchannel heat exchanger using response surface methodology
Glažar, Vladimir; Trp, Anica; Lenić, Kristian
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER Volume: 157 Abstract
A Machine Learning-based Algorithm for Water Network Contamination Source Localization
Grbčić, Luka; Lučin, Ivana; Kranjčević, Lado; Družeta, Siniša
SENSORS Volume: 20 Issue: 9 Pages: 2613 Abstract
Uniaxial fatigue, creep and stress-strain responses of steel 30CrNiMo8
Brnic, Josip; Brcic, Marino; Krscanski, Sanjin; Lanc, Domagoj; Chen, Sijie
STEEL AND COMPOSITE STRUCTURES Volume: 31 Issue: 4 Pages: 409-417 Abstract
Comparison of classical and refined beam models applied on isotropic and FG thin-walled beams in nonlinear buckling response
By: Kvaternik, Sandra; Filippi, Matteo; Lanc, Domagoj; Turkalj, Goran; Carrera, Erasmo
COMPOSITE STRUCTURES Volume: 229 Abstract
Kinetic Energy Harvesting for Wearable Medical Sensors
By: Gljuscic, Petar; Zelenika, Sasa; Blazevic, David; Kamenar, Ervin
SENSORS Volume: 19 Issue: 22 Abstract
Using multi-layer perceptron with Laplacian edge detector for bladder cancer diagnosis
By: Lorencin, Ivan; Andelic, Nikola; Spanjol, Josip; Car, Zlatan
ARTIFICIAL INTELLIGENCE IN MEDICINE Volume: 102 Abstract
