20132019
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Research Output 2013 2019

  • 9 Article
  • 5 Conference contribution
  • 1 Commissioned report
  • 1 Paper
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Article
2019

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

Comeau, D., Giannakis, D., Zhao, Z. & Majda, A. J., May 1 2019, In : Climate Dynamics. 52, 9-10, p. 5507-5525 19 p.

Research output: Contribution to journalArticle

sea ice
anomaly
prediction
marginal ice zone
historical record

Spatiotemporal Pattern Extraction by Spectral Analysis of Vector-Valued Observables

Giannakis, D., Ourmazd, A., Slawinska, J. & Zhao, Z., Oct 1 2019, In : Journal of Nonlinear Science. 29, 5, p. 2385-2445 61 p.

Research output: Contribution to journalArticle

Open Access
Spatio-temporal Patterns
Spectral Analysis
Spectrum analysis
kernel
Decompose
2018

A Spectral Method for Stable Bispectrum Inversion with Application to Multireference Alignment

Chen, H., Zehni, M. & Zhao, Z., Jul 2018, In : IEEE Signal Processing Letters. 25, 7, p. 911-915 5 p.

Research output: Contribution to journalArticle

Bispectrum
Spectral Methods
Inversion
Alignment
Power spectrum

Bispectrum Inversion with Application to Multireference Alignment

Bendory, T., Boumal, N., Ma, C., Zhao, Z. & Singer, A., Feb 15 2018, In : IEEE Transactions on Signal Processing. 66, 4, p. 1037-1050 14 p., 8115200.

Research output: Contribution to journalArticle

Integer programming
Power spectrum
Signal to noise ratio
2017

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

Comeau, D., Zhao, Z., Giannakis, D. & Majda, A. J., Mar 1 2017, In : Climate Dynamics. 48, 5-6, p. 1855-1872 18 p.

Research output: Contribution to journalArticle

climate
prediction
sea ice
persistence
timescale

Kernel analog forecasting of tropical intraseasonal oscillations

Alexander, R., Zhao, Z., Székely, E. & Giannakis, D., Apr 1 2017, In : Journal of the Atmospheric Sciences. 74, 4, p. 1321-1342 22 p.

Research output: Contribution to journalArticle

Madden-Julian oscillation
oscillation
summer
brightness temperature
spectral analysis
2016

Analog forecasting with dynamics-adapted kernels

Zhao, Z. & Giannakis, D., Aug 12 2016, In : Nonlinearity. 29, 9, p. 2888-2939 52 p.

Research output: Contribution to journalArticle

forecasting
Forecasting
analogs
kernel
Analogue
2014

Rotationally invariant image representation for viewing direction classification in cryo-EM

Zhao, Z. & Singer, A., Apr 2014, In : Journal of Structural Biology. 186, 1, p. 153-166 14 p.

Research output: Contribution to journalArticle

Malocclusion
Principal Component Analysis
Cluster Analysis
Direction compound
2013

Fourier-Bessel rotational invariant eigenimages

Zhao, Z. & Singer, A., May 2013, In : Journal of the Optical Society of America A: Optics and Image Science, and Vision. 30, 5, p. 871-877 7 p.

Research output: Contribution to journalArticle

Principal Component Analysis
Principal component analysis
principal components analysis
Covariance matrix
Sampling