Analysis of Numerical Integration in RNN-Based Residuals for Fault Diagnosis of Dynamic Systems

8 May 2023

Papers citing "Analysis of Numerical Integration in RNN-Based Residuals for Fault Diagnosis of Dynamic Systems"

7 / 7 papers shown

Title
On Numerical Integration in Neural Ordinary Differential Equations Aiqing Zhu Pengzhan Jin Beibei Zhu Yifa Tang 70 27 0 15 Jun 2022
Isolation and Localization of Unknown Faults Using Neural Network-Based Residuals Daniel E. Jung 26 12 0 12 Oct 2019
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 457 5,168 0 19 Jun 2018
Deep Neural Networks Motivated by Partial Differential Equations Lars Ruthotto E. Haber AI4CE 137 492 0 12 Apr 2018
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations Yiping Lu Aoxiao Zhong Quanzheng Li Bin Dong 210 505 0 27 Oct 2017
Stable Architectures for Deep Neural Networks E. Haber Lars Ruthotto 156 735 0 09 May 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014