Publications by Marko Rus

• 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
• 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
• 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
• 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 and Matej Kristan Matjaž Ličer

  54th International Liège Colloquium on Ocean Dynamics, 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
• Improvements of the Adriatic Deep-Learning Sea Level Modeling Network HIDRA

  Marko Rus, Matjaž Ličer, and Matej Kristan

  MAELSTROM dissemination workshop, 2022