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

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 (CIDU, 2011)

Hierarchical structure of the Madden-Julian oscillation in infrared brightness temperature revealed through nonlinear Laplacian spectral analysis. - Dimitrios Giannakis; Wen-wen Tung; Andrew J. Majda (CIDU, 2012)

Visual programming of an interactive smart home application using LabVIEW. - Apostolos Meliones; Dimitrios Giannakis (INDIN, 2013)

Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data. - Dimitrios Giannakis; Andrew J. Majda (Stat. Anal. Data Min., 2013)

An MCMC Algorithm for Parameter Estimation in Signals with Hidden Intermittent Instability. - Nan Chen 004; Dimitrios Giannakis; Radu Herbei; Andrew J. Majda (SIAM/ASA J. Uncertain. Quantification, 2014)

Spatiotemporal Feature Extraction with Data-Driven Koopman Operators. - Dimitrios Giannakis; Joanna Slawinska; Zhizhen Zhao 001 (FE@NIPS, 2015)

Dynamics-Adapted Cone Kernels. - Dimitrios Giannakis (SIAM J. Appl. Dyn. Syst., 2015)

Nonlinear Laplacian spectral analysis of Rayleigh-Bénard convection. - Noah D. Brenowitz; Dimitrios Giannakis; Andrew J. Majda (J. Comput. Phys., 2016)

Data-driven spectral decomposition of ECoG signal from an auditory oddball experiment in a marmoset monkey: Implications for EEG data in humans. - Natasza Marrouch; Heather L. Read; Joanna Slawinska; Dimitrios Giannakis (IJCNN, 2018)

A New Approach to Signal Processing of Spatiotemporal Data. - Joanna Slawinska; Abbas Ourmazd; Dimitrios Giannakis (SSP, 2018)

Spatiotemporal Pattern Extraction by Spectral Analysis of Vector-Valued Observables. - Dimitrios Giannakis; Abbas Ourmazd; Joanna Slawinska; Zhizhen Zhao 001 (J. Nonlinear Sci., 2019)

Data-driven Koopman operator approach for computational neuroscience. - Natasza Marrouch; Joanna Slawinska; Dimitrios Giannakis; Heather L. Read (Ann. Math. Artif. Intell., 2020)

An information-geometric approach to feature extraction and moment reconstruction in dynamical systems. - Suddhasattwa Das; Dimitrios Giannakis; Eniko Szekely (CoRR, 2020)

Correction to: Spatiotemporal Pattern Extraction by Spectral Analysis of Vector-Valued Observables. - Dimitrios Giannakis; Abbas Ourmazd; Joanna Slawinska; Zhizhen Zhao 001 (J. Nonlinear Sci., 2020)

Graph-theoretic algorithms for Kolmogorov operators: Approximating solutions and their gradients in elliptic and parabolic problems on manifolds. - Andrew D. Davis; Dimitrios Giannakis (CoRR, 2021)

Kernel Analog Forecasting: Multiscale Test Problems. - Dmitry Burov; Dimitrios Giannakis; Krithika Manohar; Andrew Stuart (Multiscale Model. Simul., 2021)

Learning to Forecast Dynamical Systems from Streaming Data. - Dimitrios Giannakis; Amelia Henriksen; Joel A. Tropp; Rachel A. Ward (SIAM J. Appl. Dyn. Syst., 2023)

Quantum Mechanics for Closure of Dynamical Systems. - David C. Freeman; Dimitrios Giannakis; Joanna Slawinska (Multiscale Model. Simul., 2024)