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

ENSO and meridional modes: A null hypothesis for Pacific climate variability

(2015) E. Di Lorenzo et al.   GEOPHYSICAL RESEARCH LETTERS

Predicting the Real-Time Multivariate Madden–Julian Oscillation Index through a Low-Order Nonlinear Stochastic Model

(2015) Nan Chen et al.   MONTHLY WEATHER REVIEW

A novel application of an analog ensemble for short-term wind power forecasting

(2015) S. Alessandrini et al.   RENEWABLE ENERGY

Seasonal to interannual Arctic sea ice predictability in current global climate models

(2014) S. Tietsche et al.   GEOPHYSICAL RESEARCH LETTERS

Predicting the cloud patterns of the Madden-Julian Oscillation through a low-order nonlinear stochastic model

(2014) N. Chen et al.   GEOPHYSICAL RESEARCH LETTERS

Reemergence Mechanisms for North Pacific Sea Ice Revealed through Nonlinear Laplacian Spectral Analysis*

(2014) Mitchell Bushuk et al.   JOURNAL OF CLIMATE

Pan-Arctic and Regional Sea Ice Predictability: Initialization Month Dependence

(2014) J. J. Day et al.   JOURNAL OF CLIMATE

Characteristics of Arctic Sea-Ice Thickness Variability in GCMs

(2014) Edward Blanchard-Wrigglesworth et al.   JOURNAL OF CLIMATE

Time-Scale Separation from Diffusion-Mapped Delay Coordinates

(2013) T. Berry et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

Analysis of persistent nonstationary time series and applications

(2013) Philipp Metzner et al.   Communications in Applied Mathematics and Computational Science

Fundamental limitations of Ad hoc linear and quadratic multi-level regression models for physical systems

(2012) Andrew Majda et al.   DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B

Limits of predictability in the North Pacific sector of a comprehensive climate model

(2012) Dimitrios Giannakis et al.   GEOPHYSICAL RESEARCH LETTERS

Comparing low-frequency and intermittent variability in comprehensive climate models through nonlinear Laplacian spectral analysis

(2012) Dimitrios Giannakis et al.   GEOPHYSICAL RESEARCH LETTERS

Physics constrained nonlinear regression models for time series

(2012) Andrew J Majda et al.   NONLINEARITY

Nonlinear Laplacian spectral analysis for time series with intermittency and low-frequency variability

(2012) D. Giannakis et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data

(2012) Dimitrios Giannakis et al.   Statistical Analysis and Data Mining

Influence of initial conditions and climate forcing on predicting Arctic sea ice

(2011) E. Blanchard-Wrigglesworth et al.   GEOPHYSICAL RESEARCH LETTERS

The Community Climate System Model Version 4

(2011) Peter R. Gent et al.   JOURNAL OF CLIMATE

Systematic Estimates of Initial-Value Decadal Predictability for Six AOGCMs

(2011) Grant Branstator et al.   JOURNAL OF CLIMATE

Improved Sea Ice Shortwave Radiation Physics in CCSM4: The Impact of Melt Ponds and Aerosols on Arctic Sea Ice*

(2011) Marika M. Holland et al.   JOURNAL OF CLIMATE

Nonstationarity in Multifactor Models of Discrete Jump Processes, Memory, and Application to Cloud Modeling

(2011) Illia Horenko   JOURNAL OF THE ATMOSPHERIC SCIENCES

On Analysis of Nonstationary Categorical Data Time Series: Dynamical Dimension Reduction, Model Selection, and Applications To Computational Sociology

(2011) Illia Horenko   MULTISCALE MODELING & SIMULATION

Generalized Theorems for Nonlinear State Space Reconstruction

(2011) Ethan R. Deyle et al.   PLoS One

Persistence and Inherent Predictability of Arctic Sea Ice in a GCM Ensemble and Observations

(2010) Edward Blanchard-Wrigglesworth et al.   JOURNAL OF CLIMATE

On the Identification of Nonstationary Factor Models and Their Application to Atmospheric Data Analysis

(2010) Illia Horenko   JOURNAL OF THE ATMOSPHERIC SCIENCES

On clustering of non-stationary meteorological time series

(2009) Illia Horenko   DYNAMICS OF ATMOSPHERES AND OCEANS

Systematic Metastable Atmospheric Regime Identification in an AGCM

(2009) Christian Franzke et al.   JOURNAL OF THE ATMOSPHERIC SCIENCES

North Pacific Gyre Oscillation links ocean climate and ecosystem change

(2008) E. Di Lorenzo et al.   GEOPHYSICAL RESEARCH LETTERS

A Hidden Markov Model Perspective on Regimes and Metastability in Atmospheric Flows

(2008) Christian Franzke et al.   JOURNAL OF CLIMATE

North Pacific regime shifts: Definitions, issues and recent transitions

(2008) James Overland et al.   PROGRESS IN OCEANOGRAPHY