5 papers
Computationally Efficient Optimisation of Elbow-Type Draft Tube Using Neural Network Surrogates
Ante Sikirica, Ivana Lučin, Marta Alvir +2
This study aims to provide a comprehensive assessment of single-objective and multi-objective optimisation algorithms for the design of an elbow-type draft tube, as well as to intr…
Experimental and LBM analysis of medium-Reynolds number fluid flow around NACA0012 airfoil
Andro Rak, Luka Grbčić, Ante Sikirica +1
Cornerstone of this research is the examination of fluid flow around NACA0012 airfoil, with the aim of the numerical validation between the experimental results in the wind tunnel…
Reconstruction and analysis of negatively buoyant jets with interpretable machine learning
Marta Alvir, Luka Grbčić, Ante Sikirica +1
In this paper, negatively inclined buoyant jets, which appear during the discharge of wastewater from processes such as desalination, are observed. To minimize harmful effects and…
Predictive modeling of microbiological seawater quality classification in karst region using cascade model
Ivana Lučin, Siniša Družeta, Goran Mauša +5
In this paper, an in-depth analysis of Escherichia coli seawater measurements during the bathing season in the city of Rijeka, Croatia was conducted. Submerged sources of groundwat…
Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis
Luka Grbčić, Siniša Družeta, Goran Mauša +12
Coastal water quality management is a public health concern, as poor coastal water quality can harbor pathogens that are dangerous to human health. Tourism-oriented countries need…