Luka Grbcic

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Temporal Analysis

Machine Learning

Top Venues

Environ. Model. Softw.

Publications

Luka Grbcic, Minok Park, Juliane Müller, Vassilia Zorba, Wibe Albert de Jong
AI Driven Laser Parameter Search: Inverse Design of Photonic Surfaces using Greedy Surrogate-based Optimization. CoRR (2024)
Luka Grbcic, Minok Park, Mahmoud Elzouka, Ravi Prasher, Juliane Müller, Costas P. Grigoropoulos, Sean D. Lubner, Vassilia Zorba, Wibe Albert de Jong
Inverse design of photonic surfaces on Inconel via multi-fidelity machine learning ensemble framework and high throughput femtosecond laser processing. CoRR (2024)
Luka Grbcic, Juliane Müller, Wibe Albert de Jong
Efficient Inverse Design Optimization through Multi-fidelity Simulations, Machine Learning, and Search Space Reduction Strategies. CoRR (2023)
Ante Sikirica, Luka Grbcic, Lado Kranjcevic
Machine learning based surrogate models for microchannel heat sink optimization. CoRR (2022)
Marta Alvir, Luka Grbcic, Ante Sikirica, Lado Kranjcevic
Reconstruction and analysis of negatively buoyant jets with interpretable machine learning. CoRR (2022)
Stefan Ivic, Bojan Crnkovic, Luka Grbcic, Lea Matlekovic
Multi-UAV trajectory planning for 3D visual inspection of complex structures. CoRR (2022)
Ivana Lucin, Sinisa Druzeta, Goran Mausa, Marta Alvir, Luka Grbcic, Darija Vukic Lusic, Ante Sikirica, Lado Kranjcevic
Predictive modeling of microbiological seawater quality classification in karst region using cascade model. CoRR (2022)
Luka Grbcic, Sinisa Druzeta, Goran Mausa, Tomislav Lipic, Darija Vukic Lusic, Marta Alvir, Ivana Lucin, Ante Sikirica, Davor Davidovic, Vanja Travas, Daniela Kalafatovic, Kristina Pikelj, Hana Fajkovic, Toni Holjevic, Lado Kranjcevic
Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis. Environ. Model. Softw. 155 (2022)
Luka Grbcic, Sinisa Druzeta, Goran Mausa, Tomislav Lipic, Darija Vukic Lusic, Marta Alvir, Ivana Lucin, Ante Sikirica, Davor Davidovic, Vanja Travas, Daniela Kalafatovic, Kristina Pikelj, Hana Fajkovic, Toni Holjevic, Lado Kranjcevic
Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis. CoRR (2021)
Luka Grbcic, Lado Kranjcevic, Sinisa Druzeta
Machine Learning and Simulation-Optimization Coupling for Water Distribution Network Contamination Source Detection. Sensors 21 (4) (2021)
Ivana Lucin, Luka Grbcic, Zoran Carija, Lado Kranjcevic
Machine-Learning Classification of a Number of Contaminant Sources in an Urban Water Network. Sensors 21 (1) (2021)
Luka Grbcic, Ivana Lucin, Lado Kranjcevic, Sinisa Druzeta
A Machine Learning-based Algorithm for Water Network Contamination Source Localization. Sensors 20 (9) (2020)
Sinisa Druzeta, Stefan Ivic, Luka Grbcic, Ivana Lucin
Introducing languid particle dynamics to a selection of PSO variants. CoRR (2019)