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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.

 

2021

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