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Sella Nevo

Google Research, Tel-Aviv, Israel

On pseudo-absence generation and machine learning for locust breeding ground prediction in Africa

Nov 06, 2021
Ibrahim Salihu Yusuf, Kale-ab Tessera, Thomas Tumiel, Sella Nevo, Arnu Pretorius

* AI for Humanitarian Assistance and Disaster Response (AI+HADR) workshop, NeurIPS 2021 

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Flood forecasting with machine learning models in an operational framework

Nov 04, 2021
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

* 36 pages, 10 figures, 3 tables, 1 supplementary table (9 pages) 

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Physics-Aware Downsampling with Deep Learning for Scalable Flood Modeling

Jun 14, 2021
Niv Giladi, Zvika Ben-Haim, Sella Nevo, Yossi Matias, Daniel Soudry

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ML-based Flood Forecasting: Advances in Scale, Accuracy and Reach

Dec 06, 2020
Sella Nevo, Gal Elidan, Avinatan Hassidim, Guy Shalev, Oren Gilon, Grey Nearing, Yossi Matias

* Submitted/accepted to NeurIPS HADR workshop: 

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HydroNets: Leveraging River Structure for Hydrologic Modeling

Jul 01, 2020
Zach Moshe, Asher Metzger, Gal Elidan, Frederik Kratzert, Sella Nevo, Ran El-Yaniv

* Presented in the "AI for physical sciences" workshop, ICLR2020 (

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Accurate Hydrologic Modeling Using Less Information

Nov 21, 2019
Guy Shalev, Ran El-Yaniv, Daniel Klotz, Frederik Kratzert, Asher Metzger, Sella Nevo

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Inundation Modeling in Data Scarce Regions

Oct 30, 2019
Zvika Ben-Haim, Vladimir Anisimov, Aaron Yonas, Varun Gulshan, Yusef Shafi, Stephan Hoyer, Sella Nevo

* To appear in the Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop (AI+HADR) @ NeurIPS 2019 

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Spectral Algorithm for Low-rank Multitask Regression

Oct 27, 2019
Yotam Gigi, Ami Wiesel, Sella Nevo, Gal Elidan, Avinatan Hassidim, Yossi Matias

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ML for Flood Forecasting at Scale

Jan 28, 2019
Sella Nevo, Vova Anisimov, Gal Elidan, Ran El-Yaniv, Pete Giencke, Yotam Gigi, Avinatan Hassidim, Zach Moshe, Mor Schlesinger, Guy Shalev, Ajai Tirumali, Ami Wiesel, Oleg Zlydenko, Yossi Matias

* The 2-page paper sent to NeurIPS 2018 AI for social good workshop 

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Towards Global Remote Discharge Estimation: Using the Few to Estimate The Many

Jan 03, 2019
Yotam Gigi, Gal Elidan, Avinatan Hassidim, Yossi Matias, Zach Moshe, Sella Nevo, Guy Shalev, Ami Wiesel

* The 4-page paper sent to NeurIPS 2018 AI for social good workshop 

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