Daniel Klotz

Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks

Frederik Kratzert, Daniel Klotz, Claire Brenner et al. · Hydrology and earth system sciences · 2018 · 1.8K citations · Full text

Natural Resources, Earth Sciences, Hydrology +11

Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning

Frederik Kratzert, Daniel Klotz, Mathew Herrnegger et al. · Water Resources Research · 2019 · 970 citations · Full text

Natural Resources, Earth Sciences, Hydrology +16

What Role Does Hydrological Science Play in the Age of Machine Learning?

Grey Nearing, Frederik Kratzert, Alden Keefe Sampson et al. · Water Resources Research · 2020 · 785 citations · Full text

Natural Resources, Earth Sciences, Hydrology +7

Deep learning rainfall–runoff predictions of extreme events

Jonathan Frame, Frederik Kratzert, Daniel Klotz et al. · Hydrology and earth system sciences · 2022 · 343 citations · Full text

Natural Resources, Data Science, Hydrology +17

Global prediction of extreme floods in ungauged watersheds

Grey Nearing, Déborah Cohen, Vusumuzi Dube et al. · Nature · 2024 · 310 citations · Full text

Natural Resources, Hydrology, Flood Risk Management +16