Results 21 to 30 of about 9,974,561 (338)
Explaining conflict violence in terms of conflict actor dynamics
Scientific Reports, 2023 We study the severity of conflict-related violence in Colombia at an unprecedented granular scale in space and across time. Splitting the data into different geographical regions and different historically-relevant periods, we uncover variations in the ...
Katerina Tkacova +3 more
doaj +1 more source
Identification in dynamic networks [PDF]
Computers & Chemical Engineering, 2018 System identification is a common tool for estimating (linear) plant models as a basis for model-based predictive control and optimization. The current challenges in process industry, however, ask for data-driven modelling techniques that go beyond the single unit/plant models.
Van den Hof, Paul M.J. +2 more
openaire +3 more sources
Endogenous network dynamics [PDF]
Proceedings of the Behavioral and Quantitative Game Theory: Conference on Future Directions, 2009 In all social and economic interactions, individuals or coalitions choose not only with whom to interact but how to interact, and over time both the structure (the "with whom") and the strategy ("the how") of interactions change. Our objectives here are to model the structure and strategy of interactions prevailing at any point in time as a directed ...
Frank H. Page, Jr., Myrna H. Wooders
openaire +6 more sources
Network dynamics on graphops [PDF]
New Journal of Physics, 2020 Abstract In this article we report on a novel way to incorporate complex network structure into the analysis of interacting particle systems. More precisely, it is well-known that in well-mixed/homogeneous/all-to-all-coupled systems, one may derive mean-field limit equations such as Vlasov–Fokker–Planck equations (VFPEs).
openaire +5 more sources
Northeast Journal of Complex Systems, 2021 Here we present the entropic dynamics formalism for networks. That is, a framework for the dynamics of graphs meant to represent a network derived from the principle of maximum entropy and the rate of transition is obtained taking into account the natural information geometry of probability distributions.
Felipe Xavier Costa, Pedro Pessoa
openaire +7 more sources
GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks [PDF]
IEEE Conference on Computer Communications, 2019 In this paper, we generally formulate the dynamics prediction problem of various network systems (e.g., the prediction of mobility, traffic and topology) as the temporal link prediction task.
Kai Lei +4 more
semanticscholar +1 more source
Dynamic Neural Networks: A Survey [PDF]
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 Dynamic neural network is an emerging research topic in deep learning. Compared to static models which have fixed computational graphs and parameters at the inference stage, dynamic networks can adapt their structures or parameters to different inputs ...
Yizeng Han +5 more
semanticscholar +1 more source
Epidemics on dynamic networks [PDF]
Epidemics, 2018 In many populations, the patterns of potentially infectious contacts are transients that can be described as a network with dynamic links. The relative timescales of link and contagion dynamics and the characteristics that drive their tempos can lead to important differences to the static case.
Enright, Jessica, Kao, Rowland Raymond
openaire +5 more sources
Rapid report of the 8 January 2022 MS 6.9 Menyuan earthquake, Qinghai, China
Earthquake Research Advances, 2022 The MS 6.9 Menyuan earthquake in Qinghai Province, west China is the largest earthquake by far in 2022. The earthquake occurs in a tectonically active region, with a background b-value of 0.87 within 100 km of the epicenter that we derived from the ...
Hongfeng Yang +9 more
doaj +1 more source
Fluctuations in Network Dynamics [PDF]
Physical Review Letters, 2004 Most complex networks serve as conduits for various dynamical processes, ranging from mass transfer by chemical reactions in the cell to packet transfer on the Internet. We collected data on the time dependent activity of five natural and technological networks, finding that for each the coupling of the flux fluctuations with the total flux on ...
M. Argollo de Menezes +1 more
openaire +4 more sources