Dimitrios Giannakis

21 papers B 1C 1Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Accelerated decomposition of bistochastic kernel matrices by low rank approximation.
CoRR
Chris Vales, Dimitrios Giannakis
2024 J jnl
Quantum Mechanics for Closure of Dynamical Systems.
Multiscale Model. Simul.
David C. Freeman, Dimitrios Giannakis, Joanna Slawinska
2023 J jnl
Learning to Forecast Dynamical Systems from Streaming Data.
SIAM J. Appl. Dyn. Syst.
Dimitrios Giannakis, Amelia Henriksen, Joel A. Tropp, Rachel A. Ward
2021 J jnl
Graph-theoretic algorithms for Kolmogorov operators: Approximating solutions and their gradients in elliptic and parabolic problems on manifolds.
CoRR
Andrew D. Davis, Dimitrios Giannakis
2021 J jnl
Kernel Analog Forecasting: Multiscale Test Problems.
Multiscale Model. Simul.
Dmitry Burov, Dimitrios Giannakis, Krithika Manohar, Andrew Stuart
2020 J jnl
An information-geometric approach to feature extraction and moment reconstruction in dynamical systems.
CoRR
Suddhasattwa Das, Dimitrios Giannakis, Eniko Szekely
2020 J jnl
Correction to: Spatiotemporal Pattern Extraction by Spectral Analysis of Vector-Valued Observables.
J. Nonlinear Sci.
Dimitrios Giannakis, Abbas Ourmazd, Joanna Slawinska, Zhizhen Zhao
2020 J jnl
Data-driven Koopman operator approach for computational neuroscience.
Ann. Math. Artif. Intell.
Natasza Marrouch, Joanna Slawinska, Dimitrios Giannakis, Heather L. Read
2019 J jnl
Spatiotemporal Pattern Extraction by Spectral Analysis of Vector-Valued Observables.
J. Nonlinear Sci.
Dimitrios Giannakis, Abbas Ourmazd, Joanna Slawinska, Zhizhen Zhao
2018 — conf
A New Approach to Signal Processing of Spatiotemporal Data.
SSP
Joanna Slawinska, Abbas Ourmazd, Dimitrios Giannakis
2018 B conf
Data-driven spectral decomposition of ECoG signal from an auditory oddball experiment in a marmoset monkey: Implications for EEG data in humans.
IJCNN
Natasza Marrouch, Heather L. Read, Joanna Slawinska, Dimitrios Giannakis
2016 J jnl
Nonlinear Laplacian spectral analysis of Rayleigh-Bénard convection.
J. Comput. Phys.
Noah D. Brenowitz, Dimitrios Giannakis, Andrew J. Majda
2015 J jnl
Dynamics-Adapted Cone Kernels.
SIAM J. Appl. Dyn. Syst.
Dimitrios Giannakis
2015 — conf
Spatiotemporal Feature Extraction with Data-Driven Koopman Operators.
FE@NIPS
Dimitrios Giannakis, Joanna Slawinska, Zhizhen Zhao
2014 J jnl
An MCMC Algorithm for Parameter Estimation in Signals with Hidden Intermittent Instability.
SIAM/ASA J. Uncertain. Quantification
Nan Chen, Dimitrios Giannakis, Radu Herbei, Andrew J. Majda
2013 J jnl
Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data.
Stat. Anal. Data Min.
Dimitrios Giannakis, Andrew J. Majda
2013 C conf
Visual programming of an interactive smart home application using LabVIEW.
INDIN
Apostolos Meliones, Dimitrios Giannakis
2012 — conf
Hierarchical structure of the Madden-Julian oscillation in infrared brightness temperature revealed through nonlinear Laplacian spectral analysis.
CIDU
Dimitrios Giannakis, Wen-wen Tung, Andrew J. Majda
2012 J jnl
Nonlinear Laplacian spectral analysis: Capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data.
CoRR
Dimitrios Giannakis, Andrew J. Majda
2011 — conf
Time Series Reconstruction via Machine Learning: Revealing Decadal Variability and Intermittency in the North Pacific Sector of a Coupled Climate Model.
CIDU
Dimitrios Giannakis, Andrew J. Majda
2009 J jnl
A spectral Galerkin method for the coupled Orr-Sommerfeld and induction equations for free-surface MHD.
J. Comput. Phys.
Dimitrios Giannakis, Paul F. Fischer, Robert Rosner