Abstract: This paper presents a methodology for the identification of multivariable systems with non-smooth nonlinearities using Hammerstein models in the state-space representation. The proposed ...

Abstract: Generative models (GMs), particularly large language models (LLMs), have garnered significant attention in machine learning and artificial intelligence for their ability to generate new data ...

Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...