My name is João Silva, and I am currently a PhD student in Artificial Intelligence at the University of Madeira. I hold a bachelor’s degree in Mathematics and a master’s degree in Financial Mathematics. Since 2024, I have also been a lecturer at the University of Madeira. My current research interests focus on Physics-Informed Neural Networks (PINNs). I am still in the early stages of this line of work, but I am eager to learn and open to collaborating on projects or publications in this area.