23 Apr 2019

We, Sebastian Lehner and Lukas Kugler, are studying the Master program in Meteorology at the University of Vienna and we expect to finish in 2019.

Sebastian Lehner, BSc

  • Master’s thesis: “Detection and attribution of anthropogenic impacts on phenological phases”
  • Expertise:
    • Synoptic Meteorology & Climatology
    • High-Impact weather
    • Empirical-Statistical downscaling of GCM climate data
    • Handling of Big Data in various formats like GRIB or NetCDF

Lukas Kugler, BSc

Master’s thesis: “Added value of machine-learning methods in forecasting wind turbine icing”

  • Expertise:
    • Numerical Weather Prediction
    • Applied Machine Learning (to predict icing on wind turbines)
    • High Performance Computing and experience in larger-than-RAM applications
    • Handling of Big Data in various formats like GRIB, NetCDF, TIFF

Tools

For (big) data analysis and prediction, we use these tools: Analyzing: pandas, seaborn, xarray, iris, dask Machine Learning: scikit-learn, keras, pyGAM, pegasosSVM, xgboost