Development of continuous dynamic vertical reference for maritime and offshore engineering by applying geodetic and machine learning strategiesEllmann, Artu; Delpeche-Ellmann, Nicole Camille; Varbla, Sander; Rajabi Kiasari, Saeed; Jahanmard, Vahidreza; Kupavõh, AlekseiEGU General Assembly 20252025 / art. EGU25-20596 https://doi.org/10.5194/egusphere-egu25-20596

Forecasting of Sea Level Extremes using Deep Learning and Extreme Value AnalysisDelpeche-Ellmann, Nicole Camille; Rajabi-Kiasari, Saeed; Soomere, Tarmo; Ellmann, ArtuEGU General Assembly 20252025 / art. EGU25-13350 https://meetingorganizer.copernicus.org/EGU25/EGU25-13350.html https://doi.org/10.5194/egusphere-egu25-13350

Fourier neural operators for emulating ocean models : Towards a knowledge-driven machine learningJahanmard, Vahidreza; Ellmann, Artu; Delpeche-Ellmann, Nicole CamilleEGU General Assembly 20252025 / art. EGU25-4354 https://doi.org/10.5194/egusphere-egu25-4354

Integrating satellite altimetry and deep learning for enhanced sea level forecastingRajabi-Kiasari, Saeed; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuEGU General Assembly 20252025 / art. EGU25-9951 https://meetingorganizer.copernicus.org/EGU25/EGU25-9951.html https://doi.org/10.5194/egusphere-egu25-9951

Is the Estonian Alutaguse Section of Eastern Fennoscandia a continuation of the Southern Svecofennian Finnish Terranes, or is it akin to the Swedish Bergslagen region?Solano Acosta, Juan David; Soesoo, Alvar; Hints, Rutt; Graul, Sophie Jane Marie-Pascale HuguetteEGU General Assembly 20252025 / art. EGU25-7212 https://www.researchgate.net/publication/391064063_Is_the_Estonian_Alutaguse_Section_of_Eastern_Fennoscandia_a_continuation_of_the_Southern_Svecofennian_Finnish_Terranes_or_is_it_akin_to_the_Swedish_Bergslagen_region https://doi.org/10.5194/egusphere-egu25-7212

A Surrogate model for daily sea surface current fields prediction using CNN-UNETBarzandeh, Amirhossein; Maljutenko, Ilja; Rikka, Sander; Raudsepp, UrmasEGU General Assembly 20252025 / art. EGU25-16890 https://meetingorganizer.copernicus.org/EGU25/EGU25-16890.html https://doi.org/10.5194/egusphere-egu25-16890

SWOT-derived geometric marine geoid surface complements gravimetric geoid modelling approachesKupavõh, Aleksei; Ellmann, Artu; Delpeche-Ellmann, Nicole Camille; Varbla, SanderEGU General Assembly 20252025 / art. EGU25-10957 https://doi.org/10.5194/egusphere-egu25-10957