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Sensing is one of the most fundamental tasks for the monitoring, forecasting and control of complex, spatio-temporal systems.
D. V. Lindley, The Annals of Mathematical Statistics 27
1956
Earlier work this paper cites.
W. F. Caselton and J. V. Zidek, Statistics & Probability Letters 2
1984
Earlier work this paper cites.
K. Hornik, M. Stinchcombe, and H. White, Neural networks 2
1989
Earlier work this paper cites.
R. Everson and L. Sirovich, JOSA A 12
1995
Earlier work this paper cites.
S. Hochreiter and J. Schmidhuber, Neural Computation 9
1997
Earlier work this paper cites.
P. Sebastiani and H. P. Wynn, Journal of the Royal Statistical Society. Series B (Statistical Methodology) 62
2000
Earlier work this paper cites.
L. R. Medsker and L. Jain, Design and Applications 5
2001
Earlier work this paper cites.
R. W. Reynolds, N. A. Rayner, T. M. Smith, D. C. Stokes, and W. Wang, Journal of climate 15
2002
Earlier work this paper cites.
M. Barrault, Y. Maday, N. C. Nguyen, and A. T. Patera, Comptes Rendus Mathematique 339
2004
Earlier work this paper cites.
S. P. Boyd and L. Vandenberghe, Convex optimization (Cambridge university press, 2004)
2004
Earlier work this paper cites.
P. Ogren, E. Fiorelli, and N. E. Leonard, IEEE Transactions on Automatic control 49
2004
Earlier work this paper cites.
L. Paninski, Neural Computation 17
2005
Earlier work this paper cites.
J. P. Gardner, J. C. Mather, M. Clampin, R. Doyon, M. A. Greenhouse, H. B. Hammel, J. B. Hutchings, P. Jakobsen, S. J. Lilly, K. S. Long, et al. , Space Science Reviews 123
2006
Earlier work this paper cites.
N. E. Leonard, D. A. Paley, F. Lekien, R. Sepulchre, D. M. Fratantoni, and R. E. Davis, Proceedings of the IEEE 95
2007
Earlier work this paper cites.
S. L. Delp, F. C. Anderson, A. S. Arnold, P. Loan, A. Habib, C. T. John, E. Guendelman, and D. G. Thelen, IEEE transactions on biomedical engineering 54
2007
Earlier work this paper cites.
A. Krause, A. Singh, and C. Guestrin, The Journal of Machine Learning Research 9
2008
Earlier work this paper cites.
K. M. Lynch, I. B. Schwartz, P. Yang, and R. A. Freeman, IEEE transactions on robotics 24
2008
Cited alongside, same era.
Y. Li, E. Perlman, M. Wan, Y. Yang, C. Meneveau, R. Burns, S. Chen, A. Szalay, and G. Eyink, Journal of Turbulence 9
2008
Cited alongside, same era.
S. Joshi and S. Boyd, IEEE Transactions on Signal Processing 57
2009
Cited alongside, same era.
S. Chaturantabut and D. C. Sorensen, SIAM Journal on Scientific Computing 32
2010
Cited alongside, same era.
F. Zhang and N. E. Leonard, IEEE Transactions on Automatic Control 55
2010
Cited alongside, same era.
I. H. Stevenson and K. P. Kording, Nature neuroscience 14
2011
Cited alongside, same era.
D. P. Kingma and J. Ba, “Adam: A Method for Stochastic Optimization,” (2017), arXiv:1412.6980 [cs]
2017
Later among the works it cites.
K. Manohar, B. W. Brunton, J. N. Kutz, and S. L. Brunton, IEEE Control Systems Magazine 38
2018
Later among the works it cites.
S. L. Brunton and J. N. Kutz, Data-driven science and engineering: Machine learning, dynamical systems, and control (Cambridge University Press, 2019)
2019
Later among the works it cites.
L. Biferale, F. Bonaccorso, M. Buzzicotti, P. Clark Di Leoni, and K. Gustavsson, Chaos: An Interdisciplinary Journal of Nonlinear Science 29
2019
Later among the works it cites.
N. B. Erichson, L. Mathelin, Z. Yao, S. L. Brunton, M. W. Mahoney, and J. N. Kutz, Proceedings of the Royal Society A 476
2020
Later among the works it cites.
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J. N. Kutz, Data-driven modeling & scientific computation: methods for complex systems & big data (OUP Oxford, 2013)
2013
Cited alongside, same era.
L. DeVries, S. J. Majumdar, and D. A. Paley, Journal of intelligent & robotic systems 70
2013
Cited alongside, same era.
W. Zaremba, I. Sutskever, and O. Vinyals, arXiv preprint arXiv:1409.2329 (2014)
2014
Cited alongside, same era.
L. Peng, D. Lipinski, and K. Mohseni, Journal of Intelligent & Robotic Systems 74
2014
Cited alongside, same era.
A. Schmitz, M. Ye, R. Shapiro, R. Yang, and B. Noehren, Journal of biomechanics 47
2014
Cited alongside, same era.
K. Law, A. Stuart, and K. Zygalakis, Data Assimilation: A Mathematical Introduction , 1st ed. (Springer Cham, 2015)
2015
Cited alongside, same era.
M. Buzzicotti, L. Biferale, F. Bonaccorso, P. Clark di Leoni, and K. Gustavsson, in International Conference of the Italian Association for Artificial Intelligence (Springer, 2020) pp. 223–234
2020
Later among the works it cites.
D. A. Paley and A. Wolek, Annual Review of Control, Robotics, and Autonomous Systems 3
2020
Later among the works it cites.
M. C. Rosenberg, B. S. Banjanin, S. A. Burden, and K. M. Steele, Journal of the Royal Society Interface 17
2020
Later among the works it cites.
P. Gunnarson, I. Mandralis, G. Novati, P. Koumoutsakos, and J. O. Dabiri, Nature communications 12
2021
Later among the works it cites.
A. Madridano, A. Al-Kaff, D. Martín, and A. De La Escalera, Expert Systems with Applications 173
2021
Later among the works it cites.
J. Williams, O. Zahn, and J. N. Kutz, arXiv preprint arXiv:2202.05330 (2022)
2022
Later among the works it cites.
K. Krishna, Z. Song, and S. L. Brunton, Proceedings of the Royal Society A 478
2022
Later among the works it cites.
S. Shriwastav, G. Snyder, and Z. Song, in 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE, 2022) pp. 11910–11915
2022
Later among the works it cites.
J. Mei, S. L. Brunton, and J. N. Kutz, arXiv preprint arXiv:2212.08280 (2022)
2022
Later among the works it cites.