PAPERS · CV
Limits of predictability in the North Pacific sector of a comprehensive climate model
Dimitrios Giannakis, Andrew J. Majda, Geophys. Res. Lett., 39, L24602
Auxiliary material

Nonlinear Laplacian spectral analysis: Capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data
Dimitrios Giannakis & Andrew J. Majda (2012), Stat. Anal. and Data Min., in press
Movie

Hierarchical structure of the Madden-Julian Oscillation in infrared brightness temperature data revealed through nonlinear Laplacian spectral analysis
Dimitrios Giannakis, Wen-wen Tung & Andrew J. Majda, Conference on Intelligent Data Understanding (CIDU) 2012, Boulder, Colorado, October 24-26, 2012

Information theory, model error, and predictive skill of stochastic models for complex nonlinear systems
Dimitrios Giannakis, Andrew J. Majda & Illia Horenko (2012), Physica D, 241, 1735

Comparing low-frequency and intermittent variability in comprehensive climate models through nonlinear Laplacian spectral analysis
Dimitrios Giannakis & Andrew J. Majda (2012), Geophys. Res. Lett., 39, L10710
Supporting information; Movie 1, 2, 3

The symmetries of image formation by scattering. I. Theoretical framework
Dimitrios Giannakis, Peter Schwander & Abbas Ourmazd (2012), Optics Express, 20(12), 12799
Movie

The symmetries of image formation by scattering. II. Applications
Peter Schwander, Chun Hong Yoon, Abbas Ourmazd & Dimitrios Giannakis (2012), Optics Express, 20(120, 12827
Movie 1, 2, 3, 4

Quantifying the predictive skill in long-range forecasting. Part I: Coarse-grained predictions in a simple ocean model
Dimitrios Giannakis & Andrew J. Majda (2012), J. Climate, 25(6), 1793

Quantifying the predictive skill in long-range forecasting. Part II: Model error in coarse-grained Markov models with application to ocean-circulation regimes
Dimitrios Giannakis & Andrew J. Majda (2012), J. Climate, 25(6), 1814

Nonlinear Laplacian spectral analysis for time series with intermittency and low-frequency variability
Dimitrios Giannakis & Andrew J. Majda (2012), Proc. Natl. Acad. Sci., 109(7), 2222
Supplementary information 1 (pseudocode), 2; Movie S1, S2

Time series reconstruction via machine learning: Revealing decadal variability and intermittency in the North Pacific sector of a coupled climate model
Dimitrios Giannakis & Andrew J. Majda, Conference on Intelligent Data Understanding (CIDU) 2011, Mountain View, California, October 19-21, 2011

Instabilities in free-surface Hartmann flow at low magnetic Prandtl numbers
Dimitrios Giannakis, Robert Rosner & Paul F. Fischer (2009), J. Fluid Mech., 636, 217

A spectral Galerkin method for the coupled Orr-Sommerfeld and induction equations in free-surface MHD
Dimitrios Giannakis, Paul F. Fischer & Robert Rosner (2009), J. Comput. Phys., 228(4), 1188

Challenges for the kinetic unified dark matter model
Dimitrios Giannakis & Wayne Hu (2005), Phys. Rev. D, 72, 063502

Benchmarking and incentive regulation of quality of service: An application to the UK electricity distribution networks
Dimitrios Giannakis, Tooraj Jamasb & Michael Pollitt, Energ. Policy, 33(17), 2256 (2005)