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 ...

Department of Chemistry, The University of Hong Kong, Hong Kong 999077, P.R. China Hong Kong Quantum AI Lab Limited, Hong Kong 999077, P.R. China ...

In this paper, we introduce a novel re-parameterization that allows the iterations of existing algorithms to be viewed as special cases of a unified and general mapping function ... we introduce a ...

Penman-Monteith; hyperparameter tuning; Genetic Algorithms (GAs); grid search ... GA to maximize the probability of achieving the optimal configuration of an MLP neural network in an effort to ...