Küste Hero Istock-1209864348 Anna Gorbacheva

Tobias Schanz

Tobias Schanz

Tobias Schanz

Modellbasiertes Maschinelles Lernen

Doktorand

Tel: +49 (0) 4152 87-2127

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I use supervised and semi-supervised data-centric machine learning for prediction in the geosciences, with a focus on short-term rain forecasting. I am particularly interested in developing new loss functions to control which aspects of the predicted quantity are emphasized during training, in order to better capture forecast uncertainty, stochasticity and extreme events.