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Application of neural network collocation method to data assimilation

Author
LIAQAT, Ali1 ; FUKUHARA, Makoto1 ; TAKEDA, Tatsuoki1
[1] Department of Computer Science, The University of Electro-Communications, Chofu, Tokyo 182-8585, Japan
Source

Computer physics communications. 2001, Vol 141, Num 3, pp 350-364 ; ref : 23 ref

CODEN
CPHCBZ
ISSN
0010-4655
Scientific domain
Computer science; Theoretical physics
Publisher
Elsevier Science, Amsterdam
Publication country
Netherlands
Document type
Article
Language
English
Keyword (fr)
Assimilation donnée Equation différentielle Formulation Modèle Lorenz Modélisation Méthode collocation Problème inverse Réseau multicouche Réseau neuronal non bouclé Réseau neuronal Système informatique Théorie contrainte
Keyword (en)
Data assimilation Differential equations Formulation Lorenz model Modelling Collocation method Inverse problems Multilayer network Feedforward neural nets Neural networks Computer system Constraint theory
Keyword (es)
Asimilación dato Formulación Modelo Lorenz Método colocación Red multinivel Sistema informático
Classification
Pascal
001 Exact sciences and technology / 001B Physics / 001B00 General / 001B00B Mathematical methods in physics / 001B00B70 Computational techniques / 001B00B70J Collocation methods

Pascal
001 Exact sciences and technology / 001B Physics / 001B00 General / 001B00E Statistical physics, thermodynamics, and nonlinear dynamical systems / 001B00E45 Nonlinear dynamics and nonlinear dynamical systems / 001B00E45A Classical chaos

Pascal
001 Exact sciences and technology / 001B Physics / 001B00 General / 001B00G Instruments, apparatus, components and techniques common to several branches of physics and astronomy / 001B00G05 Computers in experimental physics / 001B00G05M Neural networks, fuzzy logic, artificial intelligence

Pacs
0270J Collocation methods

Pacs
0545P Numerical simulations of chaotic models

Pacs
0705M Neural networks, fuzzy logic, artificial intelligence

Discipline
Mathematics Metrology Theoretical physics
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
13436023

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS

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