Coarse-scale PDEs from fine-scale observations via machine learning S Lee, M Kooshkbaghi, K Spiliotis, CI Siettos, IG Kevrekidis Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (1), 2020 | 87 | 2020 |
Foreshocks and short-term hazard assessment of large earthquakes using complex networks: the case of the 2009 L'Aquila earthquake E Daskalaki, K Spiliotis, C Siettos, G Minadakis, GA Papadopoulos Nonlinear Processes in Geophysics 23 (4), 241-256, 2016 | 21 | 2016 |
A timestepper-based approach for the coarse-grained analysis of microscopic neuronal simulators on networks: Bifurcation and rare-events micro-to macro-computations KG Spiliotis, CI Siettos Neurocomputing 74 (17), 3576-3589, 2011 | 16 | 2011 |
Tuning the average path length of complex networks and its influence to the emergent dynamics of the majority-rule model AI Reppas, K Spiliotis, CI Siettos Mathematics and Computers in Simulation 109, 186-196, 2015 | 15 | 2015 |
Epidemionics: from the host-host interactions to the systematic analysis of the emergent macroscopic dynamics of epidemic networks AI Reppas, KG Spiliotis, CI Siettos Virulence 1 (4), 338-349, 2010 | 14 | 2010 |
On the effect of the path length of small-world networks on epidemic dynamics AI Reppas, K Spiliotis, CI Siettos Virulence 3 (2), 146-153, 2012 | 12 | 2012 |
Deep brain stimulation for movement disorder treatment: exploring frequency-dependent efficacy in a computational network model K Spiliotis, J Starke, D Franz, A Richter, R Köhling Biological Cybernetics 116 (1), 93-116, 2022 | 11 | 2022 |
Multiscale computations on neural networks: from the individual neuron interactions to the macroscopic-level analysis KG Spiliotis, CI Siettos International Journal of Bifurcation and Chaos 20 (01), 121-134, 2010 | 11 | 2010 |
Bautin bifurcations in a forest-grassland ecosystem with human-environment interactions L Russo, K Spiliotis, F Giannino, S Mazzoleni, C Siettos Scientific reports 9 (1), 2665, 2019 | 9 | 2019 |
Analytical and numerical bifurcation analysis of dislocation pattern formation of the Walgraef–Aifantis model KG Spiliotis, L Russo, C Siettos, EC Aifantis International Journal of Non-Linear Mechanics 102, 41-52, 2018 | 9 | 2018 |
Analysing the topology of seismicity in the Hellenic arc using complex networks E Daskalaki, GA Papadopoulos, K Spiliotis, C Siettos Journal of seismology 18, 37-46, 2014 | 9 | 2014 |
Dynamic analysis of EEG signals during spatial working memory used for either perception discrimination or planning of action F Protopapa, D Mylonas, K Spiliotis, C Siettos, N Smyrnis, I Evdokimidis 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 9 | 2011 |
Complex network measures reveal optimal targets for deep brain stimulation and identify clusters of collective brain dynamics K Spiliotis, K Butenko, U van Rienen, J Starke, R Köhling Frontiers in Physics 10, 951724, 2022 | 7 | 2022 |
Optimal vaccine roll-out strategies including social distancing for pandemics K Spiliotis, CC Koutsoumaris, AI Reppas, LA Papaxenopoulou, J Starke, ... Iscience 25 (7), 2022 | 5 | 2022 |
Utilising activity patterns of a complex biophysical network model to optimise intra-striatal deep brain stimulation K Spiliotis, R Appali, AK Fontes Gomes, JP Payonk, S Adrian, ... Scientific Reports 14 (1), 18919, 2024 | 2 | 2024 |
Towards an optimised deep brain stimulation using a large-scale computational network and realistic volume conductor model K Spiliotis, K Butenko, J Starke, U van Rienen, R Köhling Journal of Neural Engineering 20 (6), 066045, 2024 | 2 | 2024 |
Numerical bifurcation analysis of turing and symmetry broken patterns of a vegetation pde model K Spiliotis, L Russo, F Giannino, C Siettos arXiv preprint arXiv:2303.13248, 2023 | 2 | 2023 |
Nonlinear Galerkin methods for a system of PDEs with Turing instabilities K Spiliotis, L Russo, F Giannino, S Cuomo, C Siettos, G Toraldo Calcolo 55, 1-23, 2018 | 2 | 2018 |
Bifurcation analysis of a forest-grassland ecosystem L Russo, KG Spiliotis AIP Conference Proceedings 1738 (1), 2016 | 2 | 2016 |
Symmetry and symmetry-breaking of the emergent dynamics of the discrete stochastic majority-voter model KG Spiliotis, L Russo, CI Siettos Annual Review of Chaos Theory, Bifurcations and Dynamical Systems 2, 1-20, 2012 | 2 | 2012 |