Search Results for author: Shirin Panahi

Found 7 papers, 1 papers with code

Machine-learning prediction of tipping and collapse of the Atlantic Meridional Overturning Circulation

no code implementations21 Feb 2024 Shirin Panahi, Ling-Wei Kong, Mohammadamin Moradi, Zheng-Meng Zhai, Bryan Glaz, Mulugeta Haile, Ying-Cheng Lai

Recent research on the Atlantic Meridional Overturning Circulation (AMOC) raised concern about its potential collapse through a tipping point due to the climate-change caused increase in the freshwater input into the North Atlantic.

Rate-induced tipping in complex high-dimensional ecological networks

no code implementations15 Nov 2023 Shirin Panahi, Younghae Do, Alan Hastings, Ying-Cheng Lai

In an ecosystem, environmental changes as a result of natural and human processes can cause some key parameters of the system to change with time.

Synchronization in networked systems with large parameter heterogeneity

no code implementations16 Apr 2023 Amirhossein Nazerian, Shirin Panahi, Francesco Sorrentino

Systems that synchronize in nature are intrinsically different from one another, with possibly large differences from system to system.

Matryoshka and Disjoint Cluster Synchronization of Networks

no code implementations11 Nov 2021 Amirhossein Nazerian, Shirin Panahi, Ian Leifer, David Phillips, Hernan Makse, Francesco Sorrentino

For each pair of clusters, we distinguish between three different cases: Matryoshka Cluster Synchronization (when the range of the stability of the synchronous solution for one cluster is included in that of the other cluster), Partially Disjoint Cluster Synchronization (when the ranges of stability of the synchronous solutions partially overlap), and Complete Disjoint Cluster Synchronization (when the ranges of stability of the synchronous solutions do not overlap.)

Cluster Synchronization of Networks via a Canonical Transformation for Simultaneous Block Diagonalization of Matrices

1 code implementation28 Sep 2021 Shirin Panahi, Isaac Klickstein, Francesco Sorrentino

Our approach has several advantages as it allows us to: (1) decouple the stability problem into subproblems of minimal dimensionality while preserving physically meaningful information; (2) study stability of both orbital and equitable partitions of the network nodes and (3) obtain a parametrization of the problem in a small number of parameters.

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