Stefan Broda

Using Convolutional Neural Networks for the prediction of groundwater levels

Paul Prasse, Maximilian Nölscher, Hartmut Häntze, 2020 .

Uncover Similarities of Groundwater Dynamics with Machine Learning based Hydrograph Clustering (Oral Talk IN43A-07)

Stefan Broda, Andreas Wunsch, Tanja Liesch, 2019 .

Groundwater Level Forecasting with Artificial Neural Networks: A Comparison of LSTM, CNN and NARX

Stefan Broda, Andreas Wunsch, Tanja Liesch, 2020 .

Feature-basiertes Clustering von Umweltzeitreihen mit Self-Organizing-Map-Ensembles

Stefan Broda, Andreas Wunsch, Tanja Liesch, 2020 .

Groundwater level forecasting with artificial neural networks: a comparison of long short-term memory (LSTM), convolutional neural networks (CNNs), and non-linear autoregressive networks with exogenous input (NARX)

Stefan Broda, Andreas Wunsch, Tanja Liesch, 2021, Hydrology and Earth System Sciences.

Forecasting groundwater levels using nonlinear autoregressive networks with exogenous input (NARX)

Stefan Broda, Andreas Wunsch, Tanja Liesch, 2018, Journal of Hydrology.