Identification of parameters in ordinary differential equation systems using artificial neural networks

Identification of parameters in ordinary differential equation systems using artificial neural networks

The identification of parameters in systems of differential equations has been a complex scientific challenge, with limited traditional methods for modeling nonlinear physical phenomena and inconsistent experimental data. The objective was to compare an artificial neural network trained with Backpro...

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Autor principal: Duque Aldaz, Francisco Javier (author)
Altres autors: Rodríguez-Flores, Fernando Raúl (author), Carmona Tapia, José (author)
Format: article
Idioma:spa
Publicat: 2025
Matèries:
Numerical methods
parameter tuning
artificial neural networks
Backpropagation algorithm
Levenberg-Marquardt method
Métodos numéricos
ajuste de parámetro
redes neuronales artificiales
algoritmo Backpropagation
método Levenberg-Marquardt
Accés en línia:https://revista.sangregorio.edu.ec/index.php/REVISTASANGREGORIO/article/view/2826
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https://revista.sangregorio.edu.ec/index.php/REVISTASANGREGORIO/article/view/2826

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