Physics-informed Neural Network for Nonlinear Dynamics in Fiber Optics

1 September 2021

Papers citing "Physics-informed Neural Network for Nonlinear Dynamics in Fiber Optics"

6 / 6 papers shown

Title
Physics Informed Constrained Learning of Dynamics from Static Data Pengtao Dang Tingbo Guo Melissa Fishel Guang Lin Wenzhuo Wu Sha Cao Chi Zhang PINN AI4CE 54 0 0 17 Apr 2025
Neural networks for bifurcation and linear stability analysis of steady states in partial differential equations M. L. Shahab Hadi Susanto 27 2 0 29 Jul 2024
Data assimilation and parameter identification for water waves using the nonlinear Schrödinger equation and physics-informed neural networks Svenja Ehlers Niklas A. Wagner Annamaria Scherzl Marco Klein Norbert Hoffmann M. Stender 18 1 0 08 Jan 2024
Predicting nonlinear reshaping of periodic signals in optical fibre with a neural network S. Boscolo J. Dudley C. Finot 11 6 0 16 Mar 2023
A Dimension-Augmented Physics-Informed Neural Network (DaPINN) with High Level Accuracy and Efficiency Weilong Guan Kai-Ping Yang Yinsheng Chen Zhong Guan PINN AI4CE 18 12 0 19 Oct 2022
Scaling transformation of the multimode nonlinear Schrödinger equation for physics-informed neural networks I. Chuprov D. Efremenko Jiexing Gao P. Anisimov V. Zemlyakov 24 0 0 29 Sep 2022