Marko Rus | ViCoS Lab

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About

I am a PhD student at the Visual Cognitive Systems Lab at the University of Ljubljana, Faculty of Computer and Information Science. My research is supervised by prof. dr. Matej Kristan and focuses on the development of deep models for sea surface height forecasting.

Publications

HIDRA3: a deep-learning model for multipoint ensemble sea level forecasting in the presence of tide gauge sensor failures

Marko Rus, Hrvoje Mihanović, Matjaž Ličer and Matej Kristan

Geoscientific Model Development, Copernicus Publications, 2025
HIDRA3: A Robust Deep-Learning Model for Multi-Point Sea-Surface Height and Storm Surges Forecasting

Marko Rus, Hrvoje Mihanović, Matjaž Ličer and Matej Kristan

55th International Liège Colloquium on Ocean Dynamics, 2024
HIDRA3: A Robust Deep-Learning Model for Multi-Point Sea-Surface Height Forecasting

Marko Rus, Hrvoje Mihanović, Matjaž Ličer and Matej Kristan

EGU General Assembly 2024, 2024
Deep-learning transformer-based sea level modeling ensemble for the Adriatic basin

Marko Rus, Matej Kristan and Matjaž Ličer

54th International Liège Colloquium on Ocean Dynamics, 2023
HIDRA-T – A Transformer-Based Sea Level Forecasting Method

Marko Rus, Anja Fettich, Matej Kristan and Matjaž Ličer

International Electrotechnical and Computer Science Conference (ERK), 2023
HIDRA2: deep-learning ensemble sea level and storm tide forecasting in the presence of seiches – the case of the northern Adriatic

Marko Rus, Anja Fettich, Matej Kristan and Matjaž Ličer

EGU General Assembly 2023, 2023
HIDRA2: deep-learning ensemble sea level and storm tide forecasting in the presence of seiches – the case of the northern Adriatic

Marko Rus, Anja Fettich, Matej Kristan and Matjaž Ličer

Geoscientific Model Development, Copernicus Publications, 2023
Improvements of the Adriatic Deep-Learning Sea Level Modeling Network HIDRA

Marko Rus, Matjaž Ličer and Matej Kristan

MAELSTROM dissemination workshop, 2022