Dimitrios Giannakis

发表

Nonlinear Laplacian spectral analysis: capturing intermittent and low‐frequency spatiotemporal patterns in high‐dimensional data pdf

Andrew J. Majda, Dimitrios Giannakis, A. Majda, 2012, Stat. Anal. Data Min..

Hierarchical structure of the Madden-Julian oscillation in infrared brightness temperature revealed through nonlinear Laplacian spectral analysis

Andrew J. Majda, Wen-wen Tung, Dimitrios Giannakis, 2012, 2012 Conference on Intelligent Data Understanding.

Reply to "Comment on 'Nonparametric forecasting of low-dimensional dynamical systems' ".

John Harlim, Dimitrios Giannakis, Tyrus Berry, 2016, Physical review. E.

A New Approach to Signal Processing of Spatiotemporal Data

Dimitrios Giannakis, Joanna Slawinska, Abbas Ourmazd, 2018, 2018 IEEE Statistical Signal Processing Workshop (SSP).

Data-driven spectral decomposition of ECoG signal from an auditory oddball experiment in a marmoset monkey: Implications for EEG data in humans

Dimitrios Giannakis, Joanna Slawinska, Natasza Marrouch, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Visual programming of an interactive smart home application using LabVIEW

Apostolos Meliones, Dimitrios Giannakis, 2013, 2013 11th IEEE International Conference on Industrial Informatics (INDIN).

Spatiotemporal Feature Extraction with Data-Driven Koopman Operators

Zhizhen Zhao, Dimitrios Giannakis, Joanna Slawinska, 2015, FE@NIPS.

Time Series Reconstruction via Machine Learning: Revealing Decadal Variability and Intermittency in the North Pacific Sector of a Coupled Climate Model.

Andrew J. Majda, Dimitrios Giannakis, A. Majda, 2011, CIDU 2011.

Information theory, model error, and predictive skill of stochastic models for complex nonlinear systems

Andrew J. Majda, Illia Horenko, Dimitrios Giannakis, 2012 .

The symmetries of image formation by scattering. I. Theoretical framework.

Peter Schwander, Dimitrios Giannakis, Abbas Ourmazd, 2010, Optics express.

An MCMC Algorithm for Parameter Estimation in Signals with Hidden Intermittent Instability

Nan Chen, Andrew J. Majda, Dimitrios Giannakis, 2014, SIAM/ASA J. Uncertain. Quantification.

Extended-range statistical ENSO prediction through operator-theoretic techniques for nonlinear dynamics

Dimitrios Giannakis, Joanna Slawinska, Xinyang Wang, 2019, Scientific Reports.

Quantifying the predictive skill in long-range forecasting. Part II: Model error in coarse-grained Markov models with application to ocean-circulation regimes

Andrew J. Majda, Dimitrios Giannakis, A. Majda, 2012 .

Quantifying the Predictive Skill in Long-Range Forecasting. Part I: Coarse-Grained Predictions in a Simple Ocean Model

Andrew J. Majda, Dimitrios Giannakis, A. Majda, 2012 .

Dynamics-Adapted Cone Kernels

Dimitrios Giannakis, D. Giannakis, 2014, SIAM J. Appl. Dyn. Syst..

Nonlinear Laplacian spectral analysis of Rayleigh-Bénard convection

Andrew J. Majda, Noah D. Brenowitz, Dimitrios Giannakis, 2016, J. Comput. Phys..

A spectral Galerkin method for the coupled Orr-Sommerfeld and induction equations for free-surface MHD

Dimitrios Giannakis, Paul F. Fischer, Robert Rosner, 2008, J. Comput. Phys..

Kernel-based prediction of non-Markovian time series

Dimitrios Giannakis, John Harlim, Faheem Gilani, 2021 .

Graph-theoretic algorithms for Kolmogorov operators: Approximating solutions and their gradients in elliptic and parabolic problems on manifolds pdf

Dimitrios Giannakis, Andrew D. Davis, 2021, ArXiv.

Spectral analysis of climate dynamics with operator-theoretic approaches

Gary Froyland, Dimitrios Giannakis, Joanna Slawinska, 2021, Nature Communications.

Sea‐ice reemergence in a model hierarchy

Dimitrios Giannakis, D. Giannakis, M. Bushuk, 2015 .

Galerkin approximation of dynamical quantities using trajectory data.

Erik H. Thiede, Jonathan Weare, Dimitrios Giannakis, 2018, The Journal of chemical physics.

Kernel Analog Forecasting of Tropical Intraseasonal Oscillations

Zhizhen Zhao, Dimitrios Giannakis, Eniko Szekely, 2017 .

Reemergence Mechanisms for North Pacific Sea Ice Revealed through Nonlinear Laplacian Spectral Analysis

Andrew J. Majda, Dimitrios Giannakis, A. Majda, 2014 .

The symmetries of image formation by scattering. II. Applications.

Peter Schwander, Dimitrios Giannakis, Chun Hong Yoon, 2011, Optics express.

Limits of predictability in the North Pacific sector of a comprehensive climate model

Andrew J. Majda, Dimitrios Giannakis, A. Majda, 2012 .

The Antarctic circumpolar wave and its seasonality: Intrinsic travelling modes and El Niño–Southern Oscillation teleconnections

Dimitrios Giannakis, Joanna Slawinska, D. Giannakis, 2018, International Journal of Climatology.

Data-Driven Koopman Analysis of Tropical Climate Space-Time Variability

Dimitrios Giannakis, Joanna Slawinska, Eniko Szekely, 2017, 1711.02526.

Predicting regional and pan-Arctic sea ice anomalies with kernel analog forecasting

Andrew J. Majda, Zhizhen Zhao, Dimitrios Giannakis, 2017, Climate Dynamics.

Comparing low‐frequency and intermittent variability in comprehensive climate models through nonlinear Laplacian spectral analysis

Andrew J. Majda, Dimitrios Giannakis, A. Majda, 2012 .

Delay-Coordinate Maps and the Spectra of Koopman Operators

Dimitrios Giannakis, Suddhasattwa Das, D. Giannakis, 2017, Journal of Statistical Physics.

Arctic Sea Ice Reemergence: The Role of Large-Scale Oceanic and Atmospheric Variability*

Andrew J. Majda, Dimitrios Giannakis, A. Majda, 2014 .

Data-driven prediction strategies for low-frequency patterns of North Pacific climate variability

Andrew J. Majda, Zhizhen Zhao, Dimitrios Giannakis, 2015, Climate Dynamics.

Symmetric and Antisymmetric Convection Signals in the Madden–Julian Oscillation. Part I: Basic Modes in Infrared Brightness Temperature

Andrew J. Majda, Dimitrios Giannakis, A. Majda, 2014 .

Extraction and prediction of coherent patterns in incompressible flows through space–time Koopman analysis

Dimitrios Giannakis, Suddhasattwa Das, D. Giannakis, 2017, 1706.06450.

Indo-Pacific variability on seasonal to multidecadal timescales. Part I: Intrinsic SST modes in models and observations

Dimitrios Giannakis, Joanna Slawinska, D. Giannakis, 2016, 1604.01742.

The Antarctic circumpolar wave and its seasonality: Intrinsic travelling modes and El Niño-Southern Oscillation teleconnections

Dimitrios Giannakis, Joanna Slawinska, Xinyang Wang, 2018, International Journal of Climatology.

Indo-Pacific Variability on Seasonal to Multidecadal Time Scales. Part II: Multiscale Atmosphere–Ocean Linkages

Dimitrios Giannakis, Joanna Slawinska, D. Giannakis, 2016, 1609.09185.

Extraction and predictability of coherent intraseasonal signals in infrared brightness temperature data

Andrew J. Majda, Dimitrios Giannakis, Eniko Szekely, 2016, Climate Dynamics.

Benchmarking and incentive regulation of quality of service: an application to the UK electricity distribution networks

Tooraj Jamasb, Michael G. Pollitt, Dimitrios Giannakis, 2005 .

16-MDCT cystoscopy in the evaluation of neoplasms of the urinary bladder.

Dimitrios Giannakis, D. Giannakis, N. Sofikitis, 2008, AJR. American journal of roentgenology.

Vector-Valued Spectral Analysis of Space-Time Data

Zhizhen Zhao, Dimitrios Giannakis, Abbas Ourmazd, 2018, 1805.09134.

Predicting the cloud patterns of the Madden‐Julian Oscillation through a low‐order nonlinear stochastic model

Andrew J. Majda, Dimitrios Giannakis, Nan Chen, 2014 .