The role of surrogate models in the development of digital twins of
dynamic systems

The role of surrogate models in the development of digital twins of dynamic systems

25 January 2020

Papers citing "The role of surrogate models in the development of digital twins of dynamic systems"

12 / 12 papers shown

Title
Randomized prior wavelet neural operator for uncertainty quantification Shailesh Garg S. Chakraborty UQCV BDL 23 1 0 02 Feb 2023
Multielement polynomial chaos Kriging-based metamodelling for Bayesian inference of non-smooth systems J. C. García-Merino C. Calvo-Jurado E. Martínez-Paneda E. García-Macías 22 10 0 05 Dec 2022
Improving aircraft performance using machine learning: a review S. L. Clainche E. Ferrer Sam Gibson Elisabeth Cross A. Parente Ricardo Vinuesa AI4CE 36 93 0 20 Oct 2022
Leveraging Industry 4.0 -- Deep Learning, Surrogate Model and Transfer Learning with Uncertainty Quantification Incorporated into Digital Twin for Nuclear System M. Rahman Abid Khan Sayeed Anowar Md. Al Imran Richa Verma Dinesh Kumar Kazuma Kobayashi S. B. Alam AI4CE 13 15 0 30 Sep 2022
A Comprehensive Review of Digital Twin -- Part 1: Modeling and Twinning Enabling Technologies Adam Thelen Xiaoge Zhang Olga Fink Yan Lu Sayan Ghosh B. Youn Michael D. Todd S. Mahadevan Chao Hu Zhen Hu SyDa AI4CE 27 188 0 26 Aug 2022
Decentralized digital twins of complex dynamical systems Omer San Suraj Pawar Adil Rasheed AI4CE 41 11 0 07 Jul 2022
A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic Barbara Z Cunha C. Droz A. Zine Stéphane Foulard M. Ichchou AI4CE 35 84 0 13 Apr 2022
Physics-integrated hybrid framework for model form error identification in nonlinear dynamical systems Shailesh Garg S. Chakraborty B. Hazra 46 20 0 01 Sep 2021
Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system Shailesh Garg Ankush Gogoi S. Chakraborty B. Hazra AI4CE 30 15 0 29 Mar 2021
Transfer learning based multi-fidelity physics informed deep neural network S. Chakraborty PINN OOD AI4CE 12 163 0 19 May 2020
Machine learning based digital twin for dynamical systems with multiple time-scales S. Chakraborty S. Adhikari AI4CE 13 82 0 12 May 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 267 13,368 0 25 Aug 2014