Research
Communication | Open Access
Volume 2021 | Communication ID 77
Volume 2021 | Communication ID 77
Numerical simulation of a class of periodic differential systems by Deep Learning |
Hamza Alaa, Noureddine Alaa, Abdeselem Hafid Bentbib
Received |
Accepted |
Published |
May 14, 2021 |
May 20, 2021 |
July 15, 2021 |
Abstract: Periodic differential systems model numerous real-life problems, and therefore these represent a point of focus and interesting applications. The literature presents many theoretical methods for their solution, in particular the methods of compactness, fixed point and monotonicity etc.. or numerical methods such as finite differences, finite elements, finite volumes etc... Recently a particular attention is given to solutions using Deep Learning (DL) techniques. We have noticed that little work has been done to adapt DL to problems with periodic solutions. Here we are presenting initial ...