6 citations · 11 across the 4 of their papers we have counts for
4 papers
Robust detection and attribution of climate change under interventions
Enikő Székely, Sebastian Sippel, Nicolai Meinshausen +2
Fingerprints are key tools in climate change detection and attribution (D&A) that are used to determine whether changes in observations are different from internal climate variabil…
An information-geometric approach to feature extraction and moment reconstruction in dynamical systems
Suddhasattwa Das, Dimitrios Giannakis, Enikő Székely
We propose a dimension reduction framework for feature extraction and moment reconstruction in dynamical systems that operates on spaces of probability measures induced by observab…
A direct approach to detection and attribution of climate change
Eniko Székely, Sebastian Sippel, Reto Knutti +2
We present here a novel statistical learning approach for detection and attribution (D&A) of climate change. Traditional optimal D&A studies try to directly model the observations…
Data-Driven Koopman Analysis of Tropical Climate Space-Time Variability
Joanna Slawinska, Eniko Szekely, Dimitrios Giannakis
We study nonlinear dynamics of the Earth's tropical climate system. For that, we apply a recently developed technique for feature extraction and mode decomposition of spatiotempora…