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ORCIDLuka Grbcic
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2020 – today
- 2025
[j6]Luka Grbcic, Minok Park, Juliane Mueller, Vassilia Zorba, Wibe Albert de Jong:
Artificial intelligence driven laser parameter search: Inverse design of photonic surfaces using greedy surrogate-based optimization. Eng. Appl. Artif. Intell. 143: 109971 (2025)- 2024
- [j5]Luka Grbcic, Juliane Müller, Wibe Albert de Jong:
Efficient inverse design optimization through multi-fidelity simulations, machine learning, and boundary refinement strategies. Eng. Comput. 40(6): 4081-4108 (2024) - [i9]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 abs/2406.01471 (2024) - [i8]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 abs/2407.03356 (2024) - 2023
- [i7]Luka Grbcic, Juliane Müller, Wibe Albert de Jong:
Efficient Inverse Design Optimization through Multi-fidelity Simulations, Machine Learning, and Search Space Reduction Strategies. CoRR abs/2312.03654 (2023) - 2022
- [j4]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: 105458 (2022) - [i6]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 abs/2202.05664 (2022) - [i5]Stefan Ivic, Bojan Crnkovic, Luka Grbcic, Lea Matlekovic:
Multi-UAV trajectory planning for 3D visual inspection of complex structures. CoRR abs/2204.10070 (2022) - [i4]Ante Sikirica, Luka Grbcic, Lado Kranjcevic:
Machine learning based surrogate models for microchannel heat sink optimization. CoRR abs/2208.09683 (2022) - [i3]Marta Alvir, Luka Grbcic, Ante Sikirica, Lado Kranjcevic:
Reconstruction and analysis of negatively buoyant jets with interpretable machine learning. CoRR abs/2211.05489 (2022) - 2021
- [b1]Luka Grbcic:
Numerical modeling of fluid mixing in pipe networks with machine learning applications: doctoral dissertation ; Rad ne sadrži naslov na drugom jeziku. University of Zagreb, Croatia, 2021 - [j3]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): 245 (2021) - [j2]Luka Grbcic, Lado Kranjcevic, Sinisa Druzeta:
Machine Learning and Simulation-Optimization Coupling for Water Distribution Network Contamination Source Detection. Sensors 21(4): 1157 (2021) - [i2]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 abs/2107.03230 (2021) - 2020
- [j1]Luka Grbcic, Ivana Lucin, Lado Kranjcevic, Sinisa Druzeta:
A Machine Learning-based Algorithm for Water Network Contamination Source Localization. Sensors 20(9): 2613 (2020)
2010 – 2019
- 2019
- [i1]Sinisa Druzeta, Stefan Ivic, Luka Grbcic, Ivana Lucin:
Introducing languid particle dynamics to a selection of PSO variants. CoRR abs/1906.02474 (2019)
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