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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Bibliographic Details
Main Author: Duque Aldaz, Francisco Javier (author)
Other Authors: Rodríguez-Flores, Fernando Raúl (author), Carmona Tapia, José (author)
Format: article
Language:spa
Published: 2025
Subjects:
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
Online Access:https://revista.sangregorio.edu.ec/index.php/REVISTASANGREGORIO/article/view/2826
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