Researchclopedia

Research Researchers Institutions Topics Submit About

Command Palette

Search for a command to run...

Researchclopedia

Research Researchers Institutions About

© 2026 Researchclopedia. Powered by OpenAlex under CC0 license.

Frederik Kratzert | Researchclopedia

Back to researchers

Frederik Kratzert

Google (United States)ORCID

188

Works

7,015

Citations

31

h-index

45

i10-index

Research Topics

Hydrology and Watershed Management Studies Hydrological Forecasting Using AI Flood Risk Assessment and Management

Affiliations

Johannes Kepler University of Linz2018–2023

Google (United States)2022–2026

At Bristol2025–2025

Google (Israel)2021–2023

Hydrobiological Institute2018–2018

Top Works

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

Frederik Kratzert,Daniel Klotz,et al.

20181,689 citations

Hydrology and Drought Analysis

Music and Audio Processing

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

Frederik Kratzert,Daniel Klotz,et al.

2019923 citations

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

Grey Nearing,Frederik Kratzert,et al.

2020715 citations

Deep learning rainfall–runoff predictions of extreme events

Jonathan Frame,Frederik Kratzert,et al.

2022312 citations

Global prediction of extreme floods in ungauged watersheds

Grey Nearing,Déborah Cohen,et al.

2024258 citations

Post‐Processing the National Water Model with Long Short‐Term Memory Networks for Streamflow Predictions and Model Diagnostics

Jonathan Frame,Frederik Kratzert,et al.

2021240 citations

Flood forecasting with machine learning models in an operational framework

Sella Nevo,Efrat Morin,et al.

2022213 citations

Uncertainty estimation with deep learning for rainfall–runoff modeling

Daniel Klotz,Frederik Kratzert,et al.

2022206 citations

Caravan - A global community dataset for large-sample hydrology

Frederik Kratzert,Grey Nearing,et al.

2023189 citations