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...

• Glavni avtor: Duque Aldaz, Francisco Javier (author)
• Drugi avtorji: Rodríguez-Flores, Fernando Raúl (author), Carmona Tapia, José (author)
• Format: article
• Jezik: spa
• Izdano: 2025
• Teme: 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 dostop: https://revista.sangregorio.edu.ec/index.php/REVISTASANGREGORIO/article/view/2826