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Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long
  Short-Term Memory Networks

Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks

21 February 2018
Pantelis R. Vlachas
Wonmin Byeon
Z. Y. Wan
T. Sapsis
Petros Koumoutsakos
    AI4TS
ArXivPDFHTML

Papers citing "Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks"

6 / 6 papers shown
Title
Al-Khwarizmi: Discovering Physical Laws with Foundation Models
Al-Khwarizmi: Discovering Physical Laws with Foundation Models
Christopher E. Mower
Haitham Bou-Ammar
AI4CE
153
2
0
03 Feb 2025
Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data
Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data
Yihe Zhang
Bryce Turney
Purushottam Sigdel
Xu Yuan
Eric Rappin
...
Lu Peng
Sercan Aygün
Yazhou Tu
M. H. Najafi
N. Tzeng
121
1
0
11 Dec 2024
Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data
Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data
Manuel Brenner
Elias Weber
G. Koppe
Daniel Durstewitz
AI4TS
AI4CE
95
8
0
07 Oct 2024
Machine Learning for Robust Identification of Complex Nonlinear
  Dynamical Systems: Applications to Earth Systems Modeling
Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling
Nishant Yadav
S. Ravela
A. Ganguly
OOD
AI4Cl
AI4CE
50
3
0
12 Aug 2020
Google's Neural Machine Translation System: Bridging the Gap between
  Human and Machine Translation
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Yonghui Wu
M. Schuster
Zhiwen Chen
Quoc V. Le
Mohammad Norouzi
...
Alex Rudnick
Oriol Vinyals
G. Corrado
Macduff Hughes
J. Dean
AIMat
897
6,790
0
26 Sep 2016
Speech Recognition with Deep Recurrent Neural Networks
Speech Recognition with Deep Recurrent Neural Networks
Alex Graves
Abdel-rahman Mohamed
Geoffrey E. Hinton
226
8,517
0
22 Mar 2013
1