Stefan Broda

Global distribution of carbonate rocks and karst water resources

Nico Goldscheider, Zhao Chen, Augusto S. Auler et al. · Hydrogeology Journal · 2020 · 667 citations · Full text

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)

Andreas Wünsch, Tanja Liesch, Stefan Broda · Hydrology and earth system sciences · 2021 · 300 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +22

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

Andreas Wünsch, Tanja Liesch, Stefan Broda · Journal of Hydrology · 2018 · 249 citations

Forecasting Methodology, Nonlinear Autoregressive Networks, Engineering +12

Deep learning shows declining groundwater levels in Germany until 2100 due to climate change

Andreas Wünsch, Tanja Liesch, Stefan Broda · Nature Communications · 2022 · 215 citations · Full text

Short-term forecasting of groundwater levels under conditions of mine-tailings recharge using wavelet ensemble neural network models

Bahaa Khalil, Stefan Broda, Jan Adamowski et al. · Hydrogeology Journal · 2014 · 66 citations

Hydrogeology, Engineering, Civil Engineering +11