Learning ODE Models with Qualitative Structure Using Gaussian Processes-Reference-Cited by-同舟云学术

Learning ODE Models with Qualitative Structure Using Gaussian Processes

Author:

Ridderbusch Steffen¹,Offen Christian²,Ober-Blobaum Sina²,Goulart Paul¹

Affiliation:

1. University of Oxford,Control Group,Department of Engineering,Oxford,UK,OX1 3PJ

2. University of Paderborn,Department of Mathematics, Numerical Mathematics and Control,Paderborn,Germany,33098

Publisher

IEEE

Link

Reference25 articles.

3. Gaussian Processes for Machine Learning;rasmussen;Adaptive Computation and Machine Learning,2006

4. ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems;wenk;arXiv 1902 06278,2019

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Hamiltonian neural networks with automatic symmetry detection;Chaos: An Interdisciplinary Journal of Nonlinear Science;2023-06-01

2. Variational learning of Euler–Lagrange dynamics from data;Journal of Computational and Applied Mathematics;2023-03

3. A Dynamical System-Based Framework for Dimension Reduction;Communications on Applied Mathematics and Computation;2023-02-03