Luka Grbcic

Orcid: 0000-0003-0377-686X

According to our database1, Luka Grbcic authored at least 13 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
AI Driven Laser Parameter Search: Inverse Design of Photonic Surfaces using Greedy Surrogate-based Optimization.
CoRR, 2024

Inverse design of photonic surfaces on Inconel via multi-fidelity machine learning ensemble framework and high throughput femtosecond laser processing.
CoRR, 2024

2023
Efficient Inverse Design Optimization through Multi-fidelity Simulations, Machine Learning, and Search Space Reduction Strategies.
CoRR, 2023

2022
Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis.
Environ. Model. Softw., 2022

Reconstruction and analysis of negatively buoyant jets with interpretable machine learning.
CoRR, 2022

Machine learning based surrogate models for microchannel heat sink optimization.
CoRR, 2022

Multi-UAV trajectory planning for 3D visual inspection of complex structures.
CoRR, 2022

Predictive modeling of microbiological seawater quality classification in karst region using cascade model.
CoRR, 2022

2021
Numerical modeling of fluid mixing in pipe networks with machine learning applications: doctoral dissertation ; Rad ne sadrži naslov na drugom jeziku.
PhD thesis, 2021

Machine-Learning Classification of a Number of Contaminant Sources in an Urban Water Network.
Sensors, 2021

Machine Learning and Simulation-Optimization Coupling for Water Distribution Network Contamination Source Detection.
Sensors, 2021

2020
A Machine Learning-based Algorithm for Water Network Contamination Source Localization.
Sensors, 2020

2019
Introducing languid particle dynamics to a selection of PSO variants.
CoRR, 2019


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