/DT-SNDOF

Primary LanguageMATLABMIT LicenseMIT

Machine-learning-based-digital-twin-for-stochastic-nonlinear-multi-degree-of-freedom-dynamical-system

Provided in the repository are the sample MATLAB codes for the research paper titled 'Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system'. Please go through the paper to understand the implemented algorithm.

Note: Because of presence of Gaussian white noise and stochastic differential equations results may vary for different runs of the programs.

Citation Details:

@article{garg2021machine, title={Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system}, author={Garg, Shailesh and Gogoi, Ankush and Chakraborty, Souvik and Hazra, Budhaditya}, journal={arXiv preprint arXiv:2103.15636}, year={2021} }