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, original scientific article Keywords: algorithm, biochemical composition, data assimilation, data mining, image analysis, machine learning, numerical model, protein, visualization
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3. Coupling of the aerosols, moisture and winds in 4D-var data assimilation for Numerical Weather PredictionŽiga Zaplotnik, 2018, doctoral dissertation Keywords: wind tracing, 4D-Var, tropical data assimilation, adjoint adjustment, humidity control variable, nonlinearity, moisture observations, aerosols
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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, master's thesis Keywords: civil engineering, master thesis, data assimilation, ensemble Kalman Filter, wflow_sbm model, discharge prediction, uncertainty, Vecht River, OpenDA
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5. Flow-dependent wind extraction in strong-constraint 4D-VarŽiga Zaplotnik, Nedjeljka Žagar, Noureddine Semane, 2023, original scientific article Keywords: meteorology, atmospheric physics, data assimilation, wind, 4D-Var, ensemble, flow-dependent, model error, wind extraction, wind tracing
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6. 3D-Var data assimilation using a variational autoencoderBoštjan Melinc, Žiga Zaplotnik, 2024, original scientific article Keywords: meteorology, data assimilation, machine learning, neural networks, variational autoencoder, 3D-Var, analysis increments, background errors
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7. Inferring atmospheric dynamics from aerosol observations in 4D-VarŽiga Zaplotnik, Nedjeljka Žagar, Angela Benedetti, Noureddine Semane, 2020, original scientific article Keywords: meteorology, atmospheric physics, aerosols, 4D-Var, wind, humidity, data assimilation
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