Modeling of dynamical systems through deep learning

P Rajendra, V Brahmajirao - Biophysical Reviews, 2020 - Springer
This review presents a modern perspective on dynamical systems in the context of current
goals and open challenges. In particular, our review focuses on the key challenges of …

Optimization methods for deep neural networks

G Naidu T - AIP Conference Proceedings, 2021 - pubs.aip.org
This paper reviews the optimization methods for the training of deep neural networks,
particularly with complex problems. The primary goal of the optimizer is to speed up the …