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Giannakis, Dimitrios

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Author ID: giannakis.dimitrios Recent zbMATH articles by "Giannakis, Dimitrios"
Published as: Giannakis, D.; Giannakis, Dimitrios
Documents Indexed: 21 Publications since 2009

Publications by Year

Citations contained in zbMATH Open

15 Publications have been cited 99 times in 65 Documents Cited by Year
Nonlinear Laplacian spectral analysis for time series with intermittency and low-frequency variability. Zbl 1256.62053
Giannakis, Dimitrios; Majda, Andrew J.
30
2012
Data-driven spectral decomposition and forecasting of ergodic dynamical systems. Zbl 1420.37113
Giannakis, Dimitrios
12
2019
Delay-coordinate maps and the spectra of Koopman operators. Zbl 1459.37023
Das, Suddhasattwa; Giannakis, Dimitrios
10
2019
Analog forecasting with dynamics-adapted kernels. Zbl 1365.37062
Zhao, Zhizhen; Giannakis, Dimitrios
9
2016
A spectral Galerkin method for the coupled Orr-Sommerfeld and induction equations for free-surface MHD. Zbl 1330.76055
Giannakis, Dimitrios; Fischer, Paul F.; Rosner, Robert
8
2009
Dynamics-adapted cone kernels. Zbl 1370.37141
Giannakis, Dimitrios
6
2015
Koopman analysis of the long-term evolution in a turbulent convection cell. Zbl 1404.76116
Giannakis, Dimitrios; Kolchinskaya, Anastasiya; Krasnov, Dmitry; Schumacher, Jörg
5
2018
An MCMC algorithm for parameter estimation in signals with hidden intermittent instability. Zbl 1350.60071
Chen, Nan; Giannakis, Dimitrios; Herbei, Radu; Majda, Andrew J.
4
2014
Information theory, model error, and predictive skill of stochastic models for complex nonlinear systems. Zbl 1260.62067
Giannakis, Dimitrios; Majda, Andrew J.; Horenko, Illia
4
2012
Spatiotemporal pattern extraction by spectral analysis of vector-valued observables. Zbl 1428.37084
Giannakis, Dimitrios; Ourmazd, Abbas; Slawinska, Joanna; Zhao, Zhizhen
3
2019
Nonlinear Laplacian spectral analysis of Rayleigh-Bénard convection. Zbl 1349.76796
Brenowitz, N. D.; Giannakis, D.; Majda, A. J.
2
2016
Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data. Zbl 07260360
Giannakis, Dimitrios; Majda, Andrew J.
2
2013
Instabilities in free-surface Hartmann flow at low magnetic Prandtl numbers. Zbl 1183.76737
Giannakis, D.; Rosner, R.; Fischer, P. F.
2
2009
Data-driven Koopman operator approach for computational neuroscience. Zbl 07342715
Marrouch, Natasza; Slawinska, Joanna; Giannakis, Dimitrios; Read, Heather L.
1
2020
Koopman spectra in reproducing kernel Hilbert spaces. Zbl 1446.37072
Das, Suddhasattwa; Giannakis, Dimitrios
1
2020
Data-driven Koopman operator approach for computational neuroscience. Zbl 07342715
Marrouch, Natasza; Slawinska, Joanna; Giannakis, Dimitrios; Read, Heather L.
1
2020
Koopman spectra in reproducing kernel Hilbert spaces. Zbl 1446.37072
Das, Suddhasattwa; Giannakis, Dimitrios
1
2020
Data-driven spectral decomposition and forecasting of ergodic dynamical systems. Zbl 1420.37113
Giannakis, Dimitrios
12
2019
Delay-coordinate maps and the spectra of Koopman operators. Zbl 1459.37023
Das, Suddhasattwa; Giannakis, Dimitrios
10
2019
Spatiotemporal pattern extraction by spectral analysis of vector-valued observables. Zbl 1428.37084
Giannakis, Dimitrios; Ourmazd, Abbas; Slawinska, Joanna; Zhao, Zhizhen
3
2019
Koopman analysis of the long-term evolution in a turbulent convection cell. Zbl 1404.76116
Giannakis, Dimitrios; Kolchinskaya, Anastasiya; Krasnov, Dmitry; Schumacher, Jörg
5
2018
Analog forecasting with dynamics-adapted kernels. Zbl 1365.37062
Zhao, Zhizhen; Giannakis, Dimitrios
9
2016
Nonlinear Laplacian spectral analysis of Rayleigh-Bénard convection. Zbl 1349.76796
Brenowitz, N. D.; Giannakis, D.; Majda, A. J.
2
2016
Dynamics-adapted cone kernels. Zbl 1370.37141
Giannakis, Dimitrios
6
2015
An MCMC algorithm for parameter estimation in signals with hidden intermittent instability. Zbl 1350.60071
Chen, Nan; Giannakis, Dimitrios; Herbei, Radu; Majda, Andrew J.
4
2014
Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data. Zbl 07260360
Giannakis, Dimitrios; Majda, Andrew J.
2
2013
Nonlinear Laplacian spectral analysis for time series with intermittency and low-frequency variability. Zbl 1256.62053
Giannakis, Dimitrios; Majda, Andrew J.
30
2012
Information theory, model error, and predictive skill of stochastic models for complex nonlinear systems. Zbl 1260.62067
Giannakis, Dimitrios; Majda, Andrew J.; Horenko, Illia
4
2012
A spectral Galerkin method for the coupled Orr-Sommerfeld and induction equations for free-surface MHD. Zbl 1330.76055
Giannakis, Dimitrios; Fischer, Paul F.; Rosner, Robert
8
2009
Instabilities in free-surface Hartmann flow at low magnetic Prandtl numbers. Zbl 1183.76737
Giannakis, D.; Rosner, R.; Fischer, P. F.
2
2009
all top 5

Cited by 110 Authors

13 Giannakis, Dimitrios
8 Majda, Andrew J.
5 Chen, Nan
5 Kutz, J. Nathan
4 Berry, Tyrus
4 Brunton, Steven L.
4 Harlim, John
3 Camporeale, Carlo
3 Das, Suddhasattwa
3 Podvin, Bérengère
3 Sapsis, Themistoklis P.
3 Xiu, Dongbin
2 Bollt, Erik M.
2 Fischer, Paul F.
2 Mezić, Igor
2 Proctor, Joshua L.
2 Raissi, Maziar
2 Ridolfi, Luca
2 Rivière, Philippe
2 Rosner, Robert
2 Slawinska, Joanna
2 Soucasse, Laurent
2 Soufiani, Anouar
2 Wan, Zhong Yi
2 Wu, Kailiang
1 Abdelkawy, Mohamed A.
1 Alla, Alessandro
1 AlMomani, Abd AlRahman R.
1 Antia, Alice
1 Askham, Travis
1 Bandtlow, Oscar F.
1 Bhrawy, Ali Hassan
1 Bopp, Gregory P.
1 Branicki, Michał
1 Brenowitz, N. D.
1 Bright, Ido
1 Brunton, Bingni W.
1 Byeon, Wonmin
1 Canuto, Claudio
1 Castillo-Castellanos, Andres
1 Chen, Yenwei
1 Chou, Ching-Shan
1 Črnjarić-Žic, Nelida
1 Dietrich, Felix
1 Doha, Eid H.
1 Fedkiw, Ron
1 Feng, Shoubo
1 Fischer, Paul E.
1 Forest, Chris E.
1 Gao, Tingran
1 Gibou, Frédéric
1 Gilboa, Guy
1 Hafez, Ramy Mahmoud
1 Han, Min
1 Horesh, Dikla
1 Howell, Peter D.
1 Hyde, David A. B.
1 Just, Wolfram
1 Kaiser, Eurika
1 Kamb, Mason
1 Karniadakis, George Em
1 Karrasch, Daniel
1 Keller, Johannes
1 Kevrekidis, Ioannis George
1 Kolchinskaya, Anastasiya
1 Koltai, Péter
1 Korda, Milan
1 Koumoutsakos, Petros D.
1 Krasnov, Dmitry
1 Kuznetsov, Vitalii A.
1 Le Clainche, Soledad
1 Lin, Guang
1 Lin, Michael P.
1 Lunz, Davin
1 Maćešić, Senka
1 Manes, Constanzo
1 Mangan, N. M.
1 Mantelli, E.
1 Marrouch, Natasza
1 Mejía, Alfonso
1 Mohri, Mehryar
1 Ourmazd, Abbas
1 Perea, Jose A.
1 Portegies, Jacobus W.
1 Putinar, Mihai
1 Qin, Tong
1 Read, Heather L.
1 Redman, William T.
1 Ren, Weijie
1 Restrepo, Juan Mario
1 Rossi, Maurice
1 Rudy, Samuel H.
1 Schmitt, Martin
1 Schumacher, Jörg
1 Sergent, Anne
1 Shaby, Benjamin A.
1 Slipantschuk, Julia
1 Su, Wei-Hung
1 Thiem, Thomas N.
1 Tomboulides, Ananias G.
...and 10 more Authors

Citations by Year