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

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

15 October 2020
M. Gauch
Frederik Kratzert
D. Klotz
G. Nearing
Jimmy Lin
Sepp Hochreiter
    AI4TS
ArXiv (abs)PDFHTML

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

4 / 4 papers shown
Title
Emergent mechanisms for long timescales depend on training curriculum
  and affect performance in memory tasks
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
Sina Khajehabdollahi
Roxana Zeraati
E. Giannakakis
T. Schafer
Georg Martius
Anna Levina
LRM
47
5
0
22 Sep 2023
Flood forecasting with machine learning models in an operational
  framework
Flood forecasting with machine learning models in an operational framework
Sella Nevo
E. Morin
Adi Gerzi Rosenthal
Asher Metzger
Chen Barshai
...
Yuval Levin
Zach Moshe
Z. Ben-Haim
Avinatan Hassidim
Yossi Matias
AI4CE
39
134
0
04 Nov 2021
Continental-scale streamflow modeling of basins with reservoirs: towards
  a coherent deep-learning-based strategy
Continental-scale streamflow modeling of basins with reservoirs: towards a coherent deep-learning-based strategy
Wenyu Ouyang
K. Lawson
D. Feng
L. Ye
Chi Zhang
Chaopeng Shen
AI4TSAI4CE
120
62
0
12 Jan 2021
The data synergy effects of time-series deep learning models in
  hydrology
The data synergy effects of time-series deep learning models in hydrology
K. Fang
Daniel Kifer
K. Lawson
D. Feng
Chaopeng Shen
AI4CE
127
81
0
06 Jan 2021
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