Principle Driven Parameterized Fiber Model based on GPT-PINN Neural Network

19 August 2024

Papers citing "Principle Driven Parameterized Fiber Model based on GPT-PINN Neural Network"

4 / 4 papers shown

Title
GPT-PINN: Generative Pre-Trained Physics-Informed Neural Networks toward non-intrusive Meta-learning of parametric PDEs Yanlai Chen Shawn Koohy PINN AI4CE 65 27 0 27 Mar 2023
Fast and Accurate Optical Fiber Channel Modeling Using Generative Adversarial Network Hang Yang Zekun Niu S. Xiao Jiafei Fang Zhiyang Liu David Fainsin L. Yi GAN 32 48 0 28 Feb 2020
An Overview on Application of Machine Learning Techniques in Optical Networks F. Musumeci C. Rottondi A. Nag I. Macaluso D. Zibar Marco Ruffini M. Tornatore 64 467 0 21 Mar 2018
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014