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Picture for Martin Gauch

Uncertainty Estimation with Deep Learning for Rainfall-Runoff Modelling


Dec 15, 2020
Daniel Klotz, Frederik Kratzert, Martin Gauch, Alden Keefe Sampson, Günter Klambauer, Sepp Hochreiter, Grey Nearing

* 32 pages, 11 figures 

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Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network


Oct 15, 2020
Martin Gauch, Frederik Kratzert, Daniel Klotz, Grey Nearing, Jimmy Lin, Sepp Hochreiter


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A Data Scientist's Guide to Streamflow Prediction


Jun 05, 2020
Martin Gauch, Jimmy Lin

* 9 pages, 2 figures 

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The Proper Care and Feeding of CAMELS: How Limited Training Data Affects Streamflow Prediction


Nov 17, 2019
Martin Gauch, Juliane Mai, Jimmy Lin

* 10 pages, 5 figures 

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