State estimation with limited sensors -- A deep learning based approach

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State estimation with limited sensors -- A deep learning based approach

27 January 2021

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Papers citing "State estimation with limited sensors -- A deep learning based approach"

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Title
Transformers for Modeling Physical Systems N. Geneva N. Zabaras AI4CE 60 143 0 04 Oct 2020
Deep Neural Networks for Nonlinear Model Order Reduction of Unsteady Flows Hamidreza Eivazi H. Veisi M. H. Naderi V. Esfahanian AI4CE 63 173 0 02 Jul 2020
Multi-fidelity Generative Deep Learning Turbulent Flows N. Geneva N. Zabaras AI4CE 61 44 0 08 Jun 2020
Learning functionals via LSTM neural networks for predicting vessel dynamics in extreme sea states J. Ferrandis M. Triantafyllou C. Chryssostomidis George Karniadakis 51 62 0 23 Dec 2019
Variational Autoencoders and Nonlinear ICA: A Unifying Framework Ilyes Khemakhem Diederik P. Kingma Ricardo Pio Monti Aapo Hyvarinen OOD 71 595 0 10 Jul 2019
Stacked Capsule Autoencoders Adam R. Kosiorek S. Sabour Yee Whye Teh Geoffrey E. Hinton OCL 48 262 0 17 Jun 2019
A Gaussian process latent force model for joint input-state estimation in linear structural systems R. Nayek S. Chakraborty S. Narasimhan 25 91 0 29 Mar 2019
Shallow Neural Networks for Fluid Flow Reconstruction with Limited Sensors N. Benjamin Erichson L. Mathelin Z. Yao Steven L. Brunton Michael W. Mahoney J. Nathan Kutz AI4CE 54 34 0 20 Feb 2019
Theoretical Analysis of Auto Rate-Tuning by Batch Normalization Sanjeev Arora Zhiyuan Li Kaifeng Lyu 80 131 0 10 Dec 2018
Quantifying model form uncertainty in Reynolds-averaged turbulence models with Bayesian deep neural networks N. Geneva N. Zabaras BDL 49 125 0 08 Jul 2018
Linearly-Recurrent Autoencoder Networks for Learning Dynamics Samuel E. Otto C. Rowley AI4CE 46 326 0 04 Dec 2017
A Critical Review of Recurrent Neural Networks for Sequence Learning Zachary Chase Lipton John Berkowitz Charles Elkan 89 2,345 0 29 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014