Publications in hidra

• 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
• Prepletanje umetne inteligence in fizike pri napovedovanju obalnih poplav

  Matjaž Ličer, Lojze Žust, and Matej Kristan

  Alternator, 2021
• HIDRA 1.0: deep-learning-based ensemble sea level forecasting in the northern Adriatic

  Lojze Žust, Anja Fettich, Matej Kristan, and Matjaž Ličer

  Geoscientific Model Development, Copernicus Publications, 2021
• 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 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