Oren Gilon
Authored Publications
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AI Increases Global Access to Reliable Flood Forecasts
Asher Metzger
Dana Weitzner
Frederik Kratzert
Guy Shalev
Martin Gauch
Sella Nevo
Shlomo Shenzis
Tadele Yednkachw Tekalign
Vusumuzi Dube
arXiv (2023)
Caravan - A global community dataset for large-sample hydrology
Frederik Kratzert
Nans Addor
Tyler Erickson
Martin Gauch
Lukas Gudmundsson
Daniel Klotz
Sella Nevo
Guy Shalev
Scientific Data, 10 (2023), pp. 61
In Defense of Metrics: Metrics Sufficiently Encode Typical Human Preferences Regarding Hydrological Model Performance
Martin Gauch
Frederik Kratzert
Hoshin Gupta
Juliane Mai
Bryan A. Tolson
Sepp Hochreiter
Daniel Klotz
Water Resources Research, 59, e2022WR033918 (2023)
Global Flood Forecasting at a Fine Catchment Resolution using Machine Learning
Asher Metzger
Dana Weitzner
Frederik Kratzert
Guy Shalev
Sella Nevo
Shlomo Shenzis
Tadele Yednkachw Tekalign
(2022)
Flood forecasting with machine learning models in an operational framework
Asher Metzger
Chen Barshai
Dana Weitzner
Frederik Kratzert
Gregory Begelman
Guy Shalev
Hila Noga
Moriah Royz
Niv Giladi
Ronnie Maor
Sella Nevo
Yotam Gigi
Zvika Ben-Haim
HESS (2022)
Deep learning rainfall–runoff predictions of extreme events
Jonathan Frame
Frederik Kratzert
Daniel Klotz
Martin Gauch
Guy Shalev
Logan M. Qualls
Hoshin Gupta
Hydrology and Earth System Science (2022)
ML-based Flood Forecasting: Advances in Scale, Accuracy and Reach
Sella Nevo
Guy Shalev
NeurIPS HADR Workshop (2020)
Customization Scenarios for De-identification of Clinical Notes
Danny Vainstein
Gavin Edward Bee
Jack Po
Jutta Williams
Kat Chou
Ronit Yael Slyper
Rony Amira
Shlomo Hoory
Tzvika Hartman
BMC Medical Informatics and Decision Making (2020)
