Predicting Pattern Formation in Multilayer Networks.
Sign Up to like & getrecommendations! Published in 2019 at "Bulletin of mathematical biology"
DOI: 10.1007/s11538-019-00682-1
Abstract: We investigate how the structure of interactions between coupled oscillators influences the formation of asynchronous patterns in a multilayer network by formulating a simple, general multilayer oscillator model. We demonstrate the analysis of this model… read more here.
Keywords: multilayer networks; formation; model; asynchronous patterns ... See more keywords
Graph convolutional and attention models for entity classification in multilayer networks
Sign Up to like & getrecommendations! Published in 2021 at "Applied Network Science"
DOI: 10.1007/s41109-021-00420-4
Abstract: Graph Neural Networks (GNNs) are powerful tools that are nowadays reaching state of the art performances in a plethora of different tasks such as node classification, link prediction and graph classification. A challenging aspect in… read more here.
Keywords: classification; multilayer networks; entity classification; classification multilayer ... See more keywords
A local perspective on community structure in multilayer networks
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DOI: 10.1017/nws.2016.22
Abstract: Abstract The analysis of multilayer networks is among the most active areas of network science, and there are several methods to detect dense “communities” of nodes in multilayer networks. One way to define a community… read more here.
Keywords: multilayer networks; local perspective; community; community structure ... See more keywords
Ecological plasticity governs ecosystem services in multilayer networks
Sign Up to like & getrecommendations! Published in 2021 at "Communications Biology"
DOI: 10.1038/s42003-020-01547-3
Abstract: Agriculture is under pressure to achieve sustainable development goals for biodiversity and ecosystem services. Services in agro-ecosystems are typically driven by key species, and changes in the community composition and species abundance can have multifaceted effects.… read more here.
Keywords: seed; multilayer networks; ecosystem services; seed regulation ... See more keywords
Compressive sensing-based topology identification of multilayer networks.
Sign Up to like & getrecommendations! Published in 2019 at "Chaos"
DOI: 10.1063/1.5093270
Abstract: Recovering network topologies is of great significance in the study of complex networks. In this paper, a method for identifying structures of multilayer networks is proposed via compressive sensing and Taylor expansion. By using this… read more here.
Keywords: compressive sensing; sensing based; multilayer networks; based topology ... See more keywords
Synchronization in multilayer networks through different coupling mechanisms
Sign Up to like & getrecommendations! Published in 2022 at "Chinese Physics B"
DOI: 10.1088/1674-1056/ac2b19
Abstract: In recent years, most studies of complex networks have focused on a single network and ignored the interaction of multiple networks, much less the coupling mechanisms between multiplex networks. In this paper we investigate synchronization… read more here.
Keywords: different coupling; networks different; coupling mechanisms; synchronization ... See more keywords
Effective traffic-flow assignment strategy on multilayer networks.
Sign Up to like & getrecommendations! Published in 2019 at "Physical review. E"
DOI: 10.1103/physreve.100.012310
Abstract: An efficient flow assignment strategy is of great importance to alleviate traffic congestion on multilayer networks. In this work, by considering the roles of nodes' local structures on the microlevel, and the different transporting speeds… read more here.
Keywords: assignment strategy; multilayer networks; traffic; flow assignment ... See more keywords
Inference of edge correlations in multilayer networks.
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DOI: 10.1103/physreve.102.062307
Abstract: Many recent developments in network analysis have focused on multilayer networks, which one can use to encode time-dependent interactions, multiple types of interactions, and other complications that arise in complex systems. Like their monolayer counterparts,… read more here.
Keywords: inference edge; edge correlations; multilayer networks;
Sustainable optimal transport in multilayer networks.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.105.064302
Abstract: Traffic congestion is one of the major challenges faced by the transportation industry. While this problem carries a high economic and environmental cost, the need for an efficient design of optimal paths for passengers in… read more here.
Keywords: transport multilayer; optimal transport; sustainable optimal; traffic ... See more keywords
Synchronization of Stochastic Multilayer Networks by Finite-Time Controller
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DOI: 10.1109/access.2022.3232419
Abstract: It is well known that complex networks are inevitably affected by random disturbances. In the study of complex network stability, finite-time control has always been a research hot spot. This paper discuss finite-time synchronization (FTSY)… read more here.
Keywords: time; stochastic multilayer; finite time; ftsy stochastic ... See more keywords
Traffic Dynamics on Multilayer Networks With Different Speeds
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2021.3102577
Abstract: The function of the network is mainly related to its composition and structure. With the arrival of the big data era, the network congestion has become more and more serious. Many networks are proved to… read more here.
Keywords: different speeds; traffic; structure; network ... See more keywords