Long-time predictive modeling of nonlinear dynamical systems using neural networks

31 May 2018

Papers citing "Long-time predictive modeling of nonlinear dynamical systems using neural networks"

6 / 6 papers shown

Title
Comparison of neural closure models for discretised PDEs Hugo Melchers D. Crommelin B. Koren Vlado Menkovski B. Sanderse 24 15 0 26 Oct 2022
A Model-Constrained Tangent Slope Learning Approach for Dynamical Systems Hai V. Nguyen T. Bui-Thanh 39 2 0 09 Aug 2022
Active-learning-based non-intrusive Model Order Reduction Qinyu Zhuang D. Hartmann H. Bungartz Juan M Lorenzi AI4CE 14 4 0 08 Apr 2022
Model Order Reduction based on Runge-Kutta Neural Network Qinyu Zhuang Juan M Lorenzi H. Bungartz D. Hartmann 11 14 0 25 Mar 2021
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles X. Jia J. Willard Anuj Karpatne J. Read Jacob Aaron Zwart M. Steinbach Vipin Kumar AI4CE PINN 23 207 0 28 Jan 2020
Matrix Lie Maps and Neural Networks for Solving Differential Equations A. Ivanov S. Andrianov 22 3 0 16 Aug 2019