Dimitrios Giannakis

Associate Professor of Mathematics

20052019
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Fingerprint Dive into the research topics where Dimitrios Giannakis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

spectral analysis Earth & Environmental Sciences
sea ice Earth & Environmental Sciences
oscillation Earth & Environmental Sciences
Forecasting Mathematics
Madden-Julian oscillation Earth & Environmental Sciences
Dynamical system Mathematics
sea surface temperature Earth & Environmental Sciences
forecasting Physics & Astronomy

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Research Output 2005 2019

  • 38 Article
  • 4 Conference contribution
  • 1 Entry for encyclopedia/dictionary
  • 1 Review article

Delay-Coordinate Maps and the Spectra of Koopman Operators

Das, S. & Giannakis, D., Jan 1 2019, In : Journal of Statistical Physics.

Research output: Contribution to journalArticle

Eigenfunctions
operators
eigenvectors
Operator
Dynamical system

Galerkin approximation of dynamical quantities using trajectory data

Thiede, E. H., Giannakis, D., Dinner, A. R. & Weare, J., Jun 28 2019, In : Journal of Chemical Physics. 150, 24, 244111.

Research output: Contribution to journalArticle

Trajectories
trajectories
approximation
Statistics
statistics

Spatiotemporal Pattern Extraction by Spectral Analysis of Vector-Valued Observables

Giannakis, D., Ourmazd, A., Slawinska, J. & Zhao, Z., Jan 1 2019, In : Journal of Nonlinear Science.

Research output: Contribution to journalArticle

Open Access
Spatio-temporal Patterns
Spectral Analysis
Spectrum analysis
kernel
Decompose

A New Approach to Signal Processing of Spatiotemporal Data

Slawinska, J., Ourmazd, A. & Giannakis, D., Aug 29 2018, 2018 IEEE Statistical Signal Processing Workshop, SSP 2018. Institute of Electrical and Electronics Engineers Inc., p. 453-457 5 p. 8450704

Research output: Chapter in Book/Report/Conference proceedingConference contribution

signal processing
Signal processing
Dynamical systems
Temperature
sea surface temperature

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

Marrouch, N., Read, H. L., Slawinska, J. & Giannakis, D., Oct 10 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. 8489475

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Decomposition
Experiments
Frequency bands
Brain