Frederik Kratzert

14 papers A* 1Journal 12

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Caravan MultiMet: Extending Caravan with Multiple Weather Nowcasts and Forecasts. CoRR Guy Shalev, Frederik Kratzert
2023	J	`jnl`	AI Increases Global Access to Reliable Flood Forecasts. CoRR Grey Nearing, Deborah Cohen, Vusumuzi Dube, Martin Gauch, Oren Gilon, Shaun Harrigan, Avinatan Hassidim, Frederik Kratzert, Asher Metzger, Sella Nevo, Florian Pappenberger, Christel Prudhomme, Guy Shalev, Shlomo Shenzis, Tadele Tekalign, Dana Weitzner, Yossi Matias
2022	J	`jnl`	NeuralHydrology - A Python library for Deep Learning research in hydrology. J. Open Source Softw. Frederik Kratzert, Martin Gauch, Grey Nearing, Daniel Klotz
2021	J	`jnl`	Flood forecasting with machine learning models in an operational framework. CoRR Sella Nevo, Efrat Morin, Adi Gerzi Rosenthal, Asher Metzger, Chen Barshai, Dana Weitzner, Dafi Voloshin, Frederik Kratzert, Gal Elidan, Gideon Dror, Gregory Begelman, Grey Nearing, Guy Shalev, Hila Noga, Ira Shavitt, Liora Yuklea, Moriah Royz, Niv Giladi, Nofar Peled Levi, Ofir Reich, Oren Gilon, Ronnie Maor, Shahar Timnat, Tal Shechter, Vladimir Anisimov, Yotam Gigi, Yuval Levin, Zach Moshe, Zvika Ben-Haim, Avinatan Hassidim, Yossi Matias
2021	A*	`conf`	MC-LSTM: Mass-Conserving LSTM. ICML Pieter-Jan Hoedt, Frederik Kratzert, Daniel Klotz, Christina Halmich, Markus Holzleitner, Grey Nearing, Sepp Hochreiter, Günter Klambauer
2021	J	`jnl`	MC-LSTM: Mass-Conserving LSTM. CoRR Pieter-Jan Hoedt, Frederik Kratzert, Daniel Klotz, Christina Halmich, Markus Holzleitner, Grey Nearing, Sepp Hochreiter, Günter Klambauer
2020	J	`jnl`	HydroNets: Leveraging River Structure for Hydrologic Modeling. CoRR Zach Moshe, Asher Metzger, Gal Elidan, Frederik Kratzert, Sella Nevo, Ran El-Yaniv
2020	J	`jnl`	Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network. CoRR Martin Gauch, Frederik Kratzert, Daniel Klotz, Grey Nearing, Jimmy Lin, Sepp Hochreiter
2020	J	`jnl`	Uncertainty Estimation with Deep Learning for Rainfall-Runoff Modelling. CoRR Daniel Klotz, Frederik Kratzert, Martin Gauch, Alden Keefe Sampson, Günter Klambauer, Sepp Hochreiter, Grey Nearing
2019	J	`jnl`	Accurate Hydrologic Modeling Using Less Information. CoRR Guy Shalev, Ran El-Yaniv, Daniel Klotz, Frederik Kratzert, Asher Metzger, Sella Nevo
2019	J	`jnl`	Benchmarking a Catchment-Aware Long Short-Term Memory Network (LSTM) for Large-Scale Hydrological Modeling. CoRR Frederik Kratzert, Daniel Klotz, Guy Shalev, Günter Klambauer, Sepp Hochreiter, Grey Nearing
2019	J	`jnl`	NeuralHydrology - Interpreting LSTMs in Hydrology. CoRR Frederik Kratzert, Mathew Herrnegger, Daniel Klotz, Sepp Hochreiter, Günter Klambauer
2019	—	`ch.`	NeuralHydrology - Interpreting LSTMs in Hydrology. Explainable AI Frederik Kratzert, Mathew Herrnegger, Daniel Klotz, Sepp Hochreiter, Günter Klambauer
2019	J	`jnl`	Using LSTMs for climate change assessment studies on droughts and floods. CoRR Frederik Kratzert, Daniel Klotz, Johannes Brandstetter, Pieter-Jan Hoedt, Grey Nearing, Sepp Hochreiter