Category: Publications

Kokic Males, V., Požar, M. Why Should Metformin Not Be Given in Advanced Kidney Disease? Potential Leads from Computer Simulations ACS OMEGA, (2021), doi.org/10.1021/acsomega.1c01744, (quartile Q2)   Abstract: Metformin is considered as the go-to drug in the treatment of diabetes.… Read More

Tomić, D., Davidović, D., Marcel Szasz, A., Rezeli, M., Pirkić, B., Petrik, J., Bačić Vrca, V., Janđel, V., Lipić, T., Skala, K., Mesarić, J., Milković Periša, M., Šojat, Z., Medved Rogina, B. The screening and evaluation of potential clinically significant… Read More

Lučin, I., Lučin, B., Čarija, Z., Sikirica, A. Data-Driven Leak Localization in Urban Water Distribution Networks Using Big Data for Random Forest Classifier Mathematics, (2021), doi.org/10.3390/math9060672, (quartile Q1)   Abstract: In the present paper, a Random Forest classifier is used… Read More

Grbčić, L., Kranjčević, L., Družeta, S. Machine Learning and Simulation-Optimization Coupling for Water Distribution Network Contamination Source Detection Sensors, (2021), doi.org/10.3390/s21041157, (quartile Q1)   Abstract: This paper presents and explores a novel methodology for solving the problem of a water… Read More

Lučin, I., Grbčić, L., Čarija, Z., Kranjčević, L. Machine-Learning Classification of a Number of Contaminant Sources in an Urban Water Network Sensors, (2020), doi.org/10.3390/s21010245, (quartile Q1)   Abstract: In the case of a contamination event in water distribution networks, several… Read More

Sikirica, A., Čarija, Z., Lučin, I., Grbčić, L., Kranjčević, L. Cavitation Model Calibration Using Machine Learning Assisted Workflow Mathematics, (2020), doi.org/10.3390/math8122107, (quartile Q1)   Abstract: Conventional cavitation assessment methodology in industrial and scientific applications generally depends on cavitation models utilizing… Read More

Lučin, I., Grbčić, L., Družeta, S., Čarija, Z. Source Contamination Detection Using Novel Search Space Reduction Coupled with Optimization Technique Journal of Water Resources Planning and Management, (2020), doi.org/10.1061/(ASCE)WR.1943-5452.0001308, (quartile Q2)   Abstract: Contaminant intrusion in a water distribution network… Read More

Grbčić, L., Lučin, I., Kranjčević, L., Družeta, S. Water supply network pollution source identification by random forest algorithm Journal of Hydroinformatics, (2020), doi.org/10.2166/hydro.2020.042, (quartile Q3)   Abstract: A novel approach for identifying the source of contamination in a water supply… Read More

Stipanić, D., Travaš, V., Kranjčević, L., Holjević, D. An Iterative Algorithm for Optimizing Pipe Diameter in Pressurized System Technical Gazette, (2020), doi.org/10.17559/TV-20190305122027, (quartile Q4)   Abstract: In order to achieve optimal flow velocity in stationary flow condition in pressurized pipe… Read More

Grbčić, L., Kranjčević, L., Lučin, I., Sikirica, A. Large Eddy Simulation of turbulent fluid mixing in double-tee junctions Ain Shams Engineering Journal, (2020), doi.org/10.1016/j.asej.2020.06.004, (quartile Q2)   Abstract: Double-Tee junctions serve as building blocks of pipe network systems and fluid… Read More