The project aims to research and develop a python package to solve PDEs using the Collocation Method with Radial Basis Functions (RBF). This a project done for the Centro de Investigación en ...

Compare a Neural Network (NN) with the Lyapunov exponent method to classify chaotic vs. non-chaotic systems. Features Deep Learning, SHAP explainability, F1-score, precision, recall, and stunning ...

Figure 6 depicts the change in the loss function of the training and test sets during the RBF neural network training process ... Third, as the availability of large datasets and predictive algorithms ...