A Neural Network for the Identical Kuramoto Equation: Architectural Considerations and Performance Evaluation

Nishantak Panigrahi, Mayank Patwal

In this paper, we investigate the efficiency of Deep Neural Networks (DNNs) to approximate the solution of a nonlocal conservation law derived from the identical-oscillator Kuramot…