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Data-driven predictions of a multiscale Lorenz 96 chaotic system using machine-learning methods: reservoir computing, artificial neural network, and long short-term memory network
Data-driven predictions of a multiscale Lorenz 96 chaotic system using machine-learning methods: reservoir computing, artificial neural network, and long short-term memory network
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Data-driven predictions of a multiscale Lorenz 96 chaotic system using machine-learning methods: reservoir computing, artificial neural network, and long short-term memory network

Chattopadhyay, Ashesh ; Hassanzadeh, Pedram ; Subramanian, Devika

Nonlinear processes in geophysics, 2020-07, Vol.27 (3), p.373-389 [Periódico revisado por pares]

Gottingen: Copernicus GmbH

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2
Data assimilation as a learning tool to infer ordinary differential equation representations of dynamical models
Data assimilation as a learning tool to infer ordinary differential equation representations of dynamical models
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Data assimilation as a learning tool to infer ordinary differential equation representations of dynamical models

Bocquet, Marc ; Brajard, Julien ; Carrassi, Alberto ; Bertino, Laurent

Nonlinear processes in geophysics, 2019-07, Vol.26 (3), p.143-162 [Periódico revisado por pares]

Gottingen: Copernicus GmbH

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3
Physically constrained covariance inflation from location uncertainty
Physically constrained covariance inflation from location uncertainty
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Physically constrained covariance inflation from location uncertainty

Zhen, Yicun ; Resseguier, Valentin ; Chapron, Bertrand

Nonlinear processes in geophysics, 2023-06, Vol.30 (2), p.237-251 [Periódico revisado por pares]

European Geosciences Union (EGU)

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4
Comparison of correlation analysis techniques for irregularly sampled time series
Comparison of correlation analysis techniques for irregularly sampled time series
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Comparison of correlation analysis techniques for irregularly sampled time series

Rehfeld, K. ; Marwan, N. ; Heitzig, J. ; Kurths, J.

Nonlinear processes in geophysics, 2011-06, Vol.18 (3), p.389-404 [Periódico revisado por pares]

Gottingen: Copernicus GmbH

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5
Extreme events: dynamics, statistics and prediction
Extreme events: dynamics, statistics and prediction
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Extreme events: dynamics, statistics and prediction

Ghil, M. ; Yiou, P. ; Hallegatte, S. ; Malamud, B. D. ; Naveau, P. ; Soloviev, A. ; Friederichs, P. ; Keilis-Borok, V. ; Kondrashov, D. ; Kossobokov, V. ; Mestre, O. ; Nicolis, C. ; Rust, H. W. ; Shebalin, P. ; Vrac, M. ; Witt, A. ; Zaliapin, I.

Nonlinear processes in geophysics, 2011-01, Vol.18 (3), p.295-350 [Periódico revisado por pares]

Gottingen: Copernicus GmbH

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6
The physics of space weather/solar-terrestrial physics (STP): what we know now and what the current and future challenges are
The physics of space weather/solar-terrestrial physics (STP): what we know now and what the current and future challenges are
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The physics of space weather/solar-terrestrial physics (STP): what we know now and what the current and future challenges are

Tsurutani, Bruce T ; Lakhina, Gurbax S ; Hajra, Rajkumar

Nonlinear processes in geophysics, 2020-02, Vol.27 (1), p.75-119 [Periódico revisado por pares]

Gottingen: Copernicus GmbH

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7
Internal solitary waves: propagation, deformation and disintegration
Internal solitary waves: propagation, deformation and disintegration
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Internal solitary waves: propagation, deformation and disintegration

Grimshaw, R ; Pelinovsky, E ; Talipova, T ; Kurkina, O

Nonlinear processes in geophysics, 2010-11, Vol.17 (6), p.633-649 [Periódico revisado por pares]

Gottingen: Copernicus GmbH

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8
Identification of linear response functions from arbitrary perturbation experiments in the presence of noise – Part 1: Method development and toy model demonstration
Identification of linear response functions from arbitrary perturbation experiments in the presence of noise – Part 1: Method development and toy model demonstration
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Identification of linear response functions from arbitrary perturbation experiments in the presence of noise – Part 1: Method development and toy model demonstration

Torres Mendonça, Guilherme L ; Pongratz, Julia ; Reick, Christian H

Nonlinear processes in geophysics, 2021-10, Vol.28 (4), p.501-532 [Periódico revisado por pares]

Copernicus GmbH

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9
Review article: Comparison of local particle filters and new implementations
Review article: Comparison of local particle filters and new implementations
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Review article: Comparison of local particle filters and new implementations

Farchi, Alban ; Bocquet, Marc

Nonlinear processes in geophysics, 2018-11, Vol.25 (4), p.765-807 [Periódico revisado por pares]

Gottingen: Copernicus GmbH

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10
How far can the statistical error estimation problem be closed by collocated data?
How far can the statistical error estimation problem be closed by collocated data?
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How far can the statistical error estimation problem be closed by collocated data?

Vogel, Annika ; Ménard, Richard

Nonlinear processes in geophysics, 2023-09, Vol.30 (3), p.375-398 [Periódico revisado por pares]

Gottingen: Copernicus GmbH

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