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Dimitrios Giannakis
Dimitrios Giannakis
Professor of Mathematics
在 dartmouth.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Benchmarking and incentive regulation of quality of service: an application to the UK electricity distribution networks
D Giannakis, T Jamasb, M Pollitt
Energy policy 33 (17), 2256-2271, 2005
3982005
Nonlinear Laplacian spectral analysis for time series with intermittency and low-frequency variability
D Giannakis, AJ Majda
Proceedings of the National Academy of Sciences 109 (7), 2222-2227, 2012
2512012
Data-driven spectral decomposition and forecasting of ergodic dynamical systems
D Giannakis
Applied and Computational Harmonic Analysis 47 (2), 338-396, 2019
2112019
Nonparametric forecasting of low-dimensional dynamical systems
T Berry, D Giannakis, J Harlim
Physical Review E 91 (3), 032915, 2015
1282015
Delay-coordinate maps and the spectra of Koopman operators
S Das, D Giannakis
Journal of Statistical Physics 175 (6), 1107-1145, 2019
1192019
Analog forecasting with dynamics-adapted kernels
Z Zhao, D Giannakis
Nonlinearity 29 (9), 2888, 2016
1022016
The symmetries of image formation by scattering. I. Theoretical framework
D Giannakis, P Schwander, A Ourmazd
Optics express 20 (12), 12799-12826, 2012
932012
Galerkin approximation of dynamical quantities using trajectory data
EH Thiede, D Giannakis, AR Dinner, J Weare
The Journal of chemical physics 150 (24), 2019
872019
Operator-theoretic framework for forecasting nonlinear time series with kernel analog techniques
R Alexander, D Giannakis
Physica D: Nonlinear Phenomena 409, 132520, 2020
842020
Reproducing kernel Hilbert space compactification of unitary evolution groups
S Das, D Giannakis, J Slawinska
Applied and Computational Harmonic Analysis 54, 75-136, 2021
802021
Spatiotemporal feature extraction with data-driven Koopman operators
D Giannakis, J Slawinska, Z Zhao
Feature Extraction: Modern Questions and Challenges, 103-115, 2015
802015
Predicting the cloud patterns of the Madden‐Julian Oscillation through a low‐order nonlinear stochastic model
N Chen, AJ Majda, D Giannakis
Geophysical Research Letters 41 (15), 5612-5619, 2014
772014
Challenges for the kinetic unified dark matter model
D Giannakis, W Hu
Physical Review D—Particles, Fields, Gravitation, and Cosmology 72 (6), 063502, 2005
722005
The symmetries of image formation by scattering. II. Applications
P Schwander, D Giannakis, CH Yoon, A Ourmazd
Optics express 20 (12), 12827-12849, 2012
712012
Koopman spectra in reproducing kernel Hilbert spaces
S Das, D Giannakis
Applied and Computational Harmonic Analysis 49 (2), 573-607, 2020
662020
Koopman analysis of the long-term evolution in a turbulent convection cell
D Giannakis, A Kolchinskaya, D Krasnov, J Schumacher
Journal of Fluid Mechanics 847, 735-767, 2018
612018
Dynamics-adapted cone kernels
D Giannakis
SIAM Journal on Applied Dynamical Systems 14 (2), 556-608, 2015
542015
Nonlinear Laplacian spectral analysis: capturing intermittent and low‐frequency spatiotemporal patterns in high‐dimensional data
D Giannakis, AJ Majda
Statistical Analysis and Data Mining: The ASA Data Science Journal 6 (3 …, 2013
502013
Arctic sea ice reemergence: The role of large-scale oceanic and atmospheric variability
M Bushuk, D Giannakis, AJ Majda
Journal of Climate 28 (14), 5477-5509, 2015
472015
Spectral analysis of climate dynamics with operator-theoretic approaches
G Froyland, D Giannakis, BR Lintner, M Pike, J Slawinska
Nature communications 12 (1), 6570, 2021
432021
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