1. Democratized image analytics by visual programming through integration of deep models and small-scale machine learningPrimož Godec, Matjaž Pančur, Nejc Ilenič, Andrej Čopar, Martin Stražar, Aleš Erjavec, Ajda Pretnar Žagar, Janez Demšar, Anže Starič, Marko Toplak, Lan Žagar, Jan Hartman, Wang Hamilton, Riccardo Bellazzi, Uroš Petrovič, Silvia Garagna, Maurizio Zuccotti, Dongsu Park, Gad Shaulsky, Blaž Zupan, 2019, izvirni znanstveni članek Ključne besede: algorithm, biochemical composition, data assimilation, data mining, image analysis, machine learning, numerical model, protein, visualization
Celotno besedilo (datoteka, 1,35 MB) Gradivo ima več datotek! Več... |
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3. Coupling of the aerosols, moisture and winds in 4D-var data assimilation for Numerical Weather PredictionŽiga Zaplotnik, 2018, doktorska disertacija Ključne besede: wind tracing, 4D-Var, tropical data assimilation, adjoint adjustment, humidity control variable, nonlinearity, moisture observations, aerosols
Celotno besedilo (datoteka, 31,83 MB) |
4. Data assimilation for improved discharge estimates with the wflow_sbm model: a case study of the Overijsselse Vecht river (The Netherlands)Kristina Koronaci, 2022, magistrsko delo Ključne besede: civil engineering, master thesis, data assimilation, ensemble Kalman Filter, wflow_sbm model, discharge prediction, uncertainty, Vecht River, OpenDA
Celotno besedilo (datoteka, 7,19 MB) |
5. Flow-dependent wind extraction in strong-constraint 4D-VarŽiga Zaplotnik, Nedjeljka Žagar, Noureddine Semane, 2023, izvirni znanstveni članek Ključne besede: meteorology, atmospheric physics, data assimilation, wind, 4D-Var, ensemble, flow-dependent, model error, wind extraction, wind tracing
Celotno besedilo (datoteka, 13,13 MB) Gradivo ima več datotek! Več... |
6. 3D-Var data assimilation using a variational autoencoderBoštjan Melinc, Žiga Zaplotnik, 2024, izvirni znanstveni članek Ključne besede: meteorology, data assimilation, machine learning, neural networks, variational autoencoder, 3D-Var, analysis increments, background errors
Celotno besedilo (datoteka, 30,31 MB) Gradivo ima več datotek! Več... |
7. Inferring atmospheric dynamics from aerosol observations in 4D-VarŽiga Zaplotnik, Nedjeljka Žagar, Angela Benedetti, Noureddine Semane, 2020, izvirni znanstveni članek Ključne besede: meteorology, atmospheric physics, aerosols, 4D-Var, wind, humidity, data assimilation
Celotno besedilo (datoteka, 5,60 MB) Gradivo ima več datotek! Več... |
