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ORCIDBibTeX records: Constantinos I. Siettos
@article{DBLP:journals/siamsc/PatsatzisFRS24,
author = {Dimitrios G. Patsatzis and
Gianluca Fabiani and
Lucia Russo and
Constantinos I. Siettos},
title = {Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed
Machine Learning},
journal = {{SIAM} J. Sci. Comput.},
volume = {46},
number = {4},
pages = {297},
year = {2024},
url = {https://doi.org/10.1137/23m1602991},
doi = {10.1137/23M1602991},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/PatsatzisFRS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12360,
author = {Hector Vargas Alvarez and
Gianluca Fabiani and
Ioannis G. Kevrekidis and
Nikolaos Kazantzis and
Constantinos I. Siettos},
title = {Nonlinear Discrete-Time Observers with Physics-Informed Neural Networks},
journal = {CoRR},
volume = {abs/2402.12360},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12360},
doi = {10.48550/ARXIV.2402.12360},
eprinttype = {arXiv},
eprint = {2402.12360},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11591,
author = {Dimitrios G. Patsatzis and
Lucia Russo and
Constantinos I. Siettos},
title = {A physics-informed neural network method for the approximation of
slow invariant manifolds for the general class of stiff systems of
ODEs},
journal = {CoRR},
volume = {abs/2403.11591},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11591},
doi = {10.48550/ARXIV.2403.11591},
eprinttype = {arXiv},
eprint = {2403.11591},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-05470,
author = {Gianluca Fabiani and
Ioannis G. Kevrekidis and
Constantinos I. Siettos and
Athanasios N. Yannacopoulos},
title = {RandONet: Shallow-Networks with Random Projections for learning linear
and nonlinear operators},
journal = {CoRR},
volume = {abs/2406.05470},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.05470},
doi = {10.48550/ARXIV.2406.05470},
eprinttype = {arXiv},
eprint = {2406.05470},
timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-05470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/PatsatzisRKS23,
author = {Dimitrios G. Patsatzis and
Lucia Russo and
Ioannis G. Kevrekidis and
Constantinos I. Siettos},
title = {Data-driven control of agent-based models: An Equation/Variable-free
machine learning approach},
journal = {J. Comput. Phys.},
volume = {478},
pages = {111953},
year = {2023},
url = {https://doi.org/10.1016/j.jcp.2023.111953},
doi = {10.1016/J.JCP.2023.111953},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/PatsatzisRKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/AlvarezFKSK23,
author = {Hector Vargas Alvarez and
Gianluca Fabiani and
Nikolaos Kazantzis and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Discrete-time nonlinear feedback linearization via physics-informed
machine learning},
journal = {J. Comput. Phys.},
volume = {492},
pages = {112408},
year = {2023},
url = {https://doi.org/10.1016/j.jcp.2023.112408},
doi = {10.1016/J.JCP.2023.112408},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/AlvarezFKSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-08884,
author = {Hector Vargas Alvarez and
Gianluca Fabiani and
Nikolaos Kazantzis and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Discrete-Time Nonlinear Feedback Linearization via Physics-Informed
Machine Learning},
journal = {CoRR},
volume = {abs/2303.08884},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.08884},
doi = {10.48550/ARXIV.2303.08884},
eprinttype = {arXiv},
eprint = {2303.08884},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-08884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13248,
author = {Konstantinos G. Spiliotis and
Lucia Russo and
Francesco Giannino and
Constantinos I. Siettos},
title = {Numerical Bifurcation Analysis of Turing and Symmetry Broken Patterns
of a Vegetation {PDE} Model},
journal = {CoRR},
volume = {abs/2303.13248},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13248},
doi = {10.48550/ARXIV.2303.13248},
eprinttype = {arXiv},
eprint = {2303.13248},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11925,
author = {Ioannis K. Gallos and
Daniel Lehmberg and
Felix Dietrich and
Constantinos I. Siettos},
title = {Data-driven modelling of brain activity using neural networks, Diffusion
Maps, and the Koopman operator},
journal = {CoRR},
volume = {abs/2304.11925},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11925},
doi = {10.48550/ARXIV.2304.11925},
eprinttype = {arXiv},
eprint = {2304.11925},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-07946,
author = {Dimitrios G. Patsatzis and
Gianluca Fabiani and
Lucia Russo and
Constantinos I. Siettos},
title = {Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed
Machine Learning},
journal = {CoRR},
volume = {abs/2309.07946},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07946},
doi = {10.48550/ARXIV.2309.07946},
eprinttype = {arXiv},
eprint = {2309.07946},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-14334,
author = {Gianluca Fabiani and
Nikolaos Evangelou and
Tianqi Cui and
Juan M. Bello{-}Rivas and
Cristina P. Martin{-}Linares and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Tasks Makyth Models: Machine Learning Assisted Surrogates for Tipping
Points},
journal = {CoRR},
volume = {abs/2309.14334},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.14334},
doi = {10.48550/ARXIV.2309.14334},
eprinttype = {arXiv},
eprint = {2309.14334},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-14334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jscic/GalarisFGKS22,
author = {Evangelos Galaris and
Gianluca Fabiani and
Ioannis Gallos and
Ioannis G. Kevrekidis and
Constantinos I. Siettos},
title = {Numerical Bifurcation Analysis of PDEs From Lattice Boltzmann Model
Simulations: a Parsimonious Machine Learning Approach},
journal = {J. Sci. Comput.},
volume = {92},
number = {2},
pages = {34},
year = {2022},
url = {https://doi.org/10.1007/s10915-022-01883-y},
doi = {10.1007/S10915-022-01883-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jscic/GalarisFGKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/na/SiettosR22,
author = {Constantinos I. Siettos and
Lucia Russo},
title = {A numerical method for the approximation of stable and unstable manifolds
of microscopic simulators},
journal = {Numer. Algorithms},
volume = {89},
number = {3},
pages = {1335--1368},
year = {2022},
url = {https://doi.org/10.1007/s11075-021-01155-0},
doi = {10.1007/S11075-021-01155-0},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/na/SiettosR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-13323,
author = {Evangelos Galaris and
Gianluca Fabiani and
Ioannis Gallos and
Ioannis G. Kevrekidis and
Constantinos I. Siettos},
title = {Constructing coarse-scale bifurcation diagrams from spatio-temporal
observations of microscopic simulations: {A} parsimonious machine
learning approach},
journal = {CoRR},
volume = {abs/2201.13323},
year = {2022},
url = {https://arxiv.org/abs/2201.13323},
eprinttype = {arXiv},
eprint = {2201.13323},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-13323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-00924,
author = {Antonis Armaou and
Bryce Katch and
Lucia Russo and
Constantinos I. Siettos},
title = {Designing Social Distancing Policies for the {COVID-19} Pandemic:
{A} probabilistic model predictive control approach},
journal = {CoRR},
volume = {abs/2202.00924},
year = {2022},
url = {https://arxiv.org/abs/2202.00924},
eprinttype = {arXiv},
eprint = {2202.00924},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-00924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-05337,
author = {Gianluca Fabiani and
Evangelos Galaris and
Lucia Russo and
Constantinos I. Siettos},
title = {Parsimonious Physics-Informed Random Projection Neural Networks for
Initial-Value Problems of ODEs and index-1 DAEs},
journal = {CoRR},
volume = {abs/2203.05337},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.05337},
doi = {10.48550/ARXIV.2203.05337},
eprinttype = {arXiv},
eprint = {2203.05337},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-05337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13545,
author = {Seungjoon Lee and
Yorgos M. Psarellis and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Learning black- and gray-box chemotactic PDEs/closures from agent
based Monte Carlo simulation data},
journal = {CoRR},
volume = {abs/2205.13545},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13545},
doi = {10.48550/ARXIV.2205.13545},
eprinttype = {arXiv},
eprint = {2205.13545},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05779,
author = {Dimitrios G. Patsatzis and
Lucia Russo and
Ioannis G. Kevrekidis and
Constantinos I. Siettos},
title = {Data-driven Control of Agent-based Models: an Equation/Variable-free
Machine Learning Approach},
journal = {CoRR},
volume = {abs/2207.05779},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05779},
doi = {10.48550/ARXIV.2207.05779},
eprinttype = {arXiv},
eprint = {2207.05779},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcam/MazzoleniRGTS21,
author = {Stefano Mazzoleni and
Lucia Russo and
Francesco Giannino and
Gerardo Toraldo and
Constantinos I. Siettos},
title = {Mathematical modelling and numerical bifurcation analysis of inbreeding
and interdisciplinarity dynamics in academia},
journal = {J. Comput. Appl. Math.},
volume = {385},
pages = {113194},
year = {2021},
url = {https://doi.org/10.1016/j.cam.2020.113194},
doi = {10.1016/J.CAM.2020.113194},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcam/MazzoleniRGTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jscic/FabianiCRS21,
author = {Gianluca Fabiani and
Francesco Calabr{\`{o}} and
Lucia Russo and
Constantinos I. Siettos},
title = {Numerical solution and bifurcation analysis of nonlinear partial differential
equations with extreme learning machines},
journal = {J. Sci. Comput.},
volume = {89},
number = {2},
pages = {44},
year = {2021},
url = {https://doi.org/10.1007/s10915-021-01650-5},
doi = {10.1007/S10915-021-01650-5},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jscic/FabianiCRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06116,
author = {Gianluca Fabiani and
Francesco Calabr{\`{o}} and
Lucia Russo and
Constantinos I. Siettos},
title = {Numerical Solution and Bifurcation Analysis of Nonlinear Partial Differential
Equations with Extreme Learning Machines},
journal = {CoRR},
volume = {abs/2104.06116},
year = {2021},
url = {https://arxiv.org/abs/2104.06116},
eprinttype = {arXiv},
eprint = {2104.06116},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-09360,
author = {Konstantinos G. Spiliotis and
Giannis Kahramanoglou and
Jens Starke and
Nikolaos Smyrnis and
Constantinos I. Siettos},
title = {A biophysical network model reveals the link between deficient inhibitory
cognitive control and major neurotransmitter and neural connectivity
hypotheses in schizophrenia},
journal = {CoRR},
volume = {abs/2107.09360},
year = {2021},
url = {https://arxiv.org/abs/2107.09360},
eprinttype = {arXiv},
eprint = {2107.09360},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-09360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01584,
author = {Evangelos Galaris and
Francesco Calabr{\`{o}} and
Daniela di Serafino and
Constantinos I. Siettos},
title = {Numerical Solution of Stiff Ordinary Differential Equations with Random
Projection Neural Networks},
journal = {CoRR},
volume = {abs/2108.01584},
year = {2021},
url = {https://arxiv.org/abs/2108.01584},
eprinttype = {arXiv},
eprint = {2108.01584},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-01584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03625,
author = {Panagiotis Papaioannou and
Ronen Talmon and
Daniela di Serafino and
Constantinos I. Siettos},
title = {Time Series Forecasting Using Manifold Learning},
journal = {CoRR},
volume = {abs/2110.03625},
year = {2021},
url = {https://arxiv.org/abs/2110.03625},
eprinttype = {arXiv},
eprint = {2110.03625},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11186,
author = {Evangelos Galaris and
Ioannis Gallos and
Ivan Myatchin and
Lieven Lagae and
Constantinos I. Siettos},
title = {{EEG} source localization analysis in epileptic children during a
visual working-memory task},
journal = {CoRR},
volume = {abs/2005.11186},
year = {2020},
url = {https://arxiv.org/abs/2005.11186},
eprinttype = {arXiv},
eprint = {2005.11186},
timestamp = {Fri, 29 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12390,
author = {Ioannis Gallos and
Evangelos Galaris and
Constantinos I. Siettos},
title = {Construction of embedded fMRI resting state functional connectivity
networks using manifold learning},
journal = {CoRR},
volume = {abs/2005.12390},
year = {2020},
url = {https://arxiv.org/abs/2005.12390},
eprinttype = {arXiv},
eprint = {2005.12390},
timestamp = {Fri, 29 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05871,
author = {Francesco Calabr{\`{o}} and
Gianluca Fabiani and
Constantinos I. Siettos},
title = {Extreme learning machine collocation for the numerical solution of
elliptic PDEs with sharp gradients},
journal = {CoRR},
volume = {abs/2012.05871},
year = {2020},
url = {https://arxiv.org/abs/2012.05871},
eprinttype = {arXiv},
eprint = {2012.05871},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-05871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03241,
author = {Constantinos I. Siettos and
Lucia Russo},
title = {A Numerical Method for the Parametrization of Stable and Unstable
Manifolds of Microscopic Simulators},
journal = {CoRR},
volume = {abs/1909.03241},
year = {2019},
url = {http://arxiv.org/abs/1909.03241},
eprinttype = {arXiv},
eprint = {1909.03241},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05707,
author = {Seungjoon Lee and
Mahdi Kooshkbaghi and
Konstantinos G. Spiliotis and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Coarse-scale PDEs from fine-scale observations via machine learning},
journal = {CoRR},
volume = {abs/1909.05707},
year = {2019},
url = {http://arxiv.org/abs/1909.05707},
eprinttype = {arXiv},
eprint = {1909.05707},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12270,
author = {Konstantinos G. Spiliotis and
Lucia Russo and
Francesco Giannino and
Constantinos I. Siettos},
title = {Analytical and Numerical Bifurcation Analysis of a Forest-Grassland
Ecosystem Model with Human Interaction},
journal = {CoRR},
volume = {abs/1910.12270},
year = {2019},
url = {http://arxiv.org/abs/1910.12270},
eprinttype = {arXiv},
eprint = {1910.12270},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euspn/PapaioannouDRGJ17,
author = {Panagiotis Papaioannou and
Thomas Dionysopoulos and
Lucia Russo and
Francesco Giannino and
Dietmar Janetzko and
Constantinos I. Siettos},
editor = {Elhadi M. Shakshuki},
title = {S{\&}P500 Forecasting and trading using convolution analysis of
major asset classes},
booktitle = {The 8th International Conference on Emerging Ubiquitous Systems and
Pervasive Networks {(EUSPN} 2017) / The 7th International Conference
on Current and Future Trends of Information and Communication Technologies
in Healthcare {(ICTH-2017)} / Affiliated Workshops, September 18-20,
2017, Lund, Sweden},
series = {Procedia Computer Science},
volume = {113},
pages = {484--489},
publisher = {Elsevier},
year = {2017},
url = {https://doi.org/10.1016/j.procs.2017.08.307},
doi = {10.1016/J.PROCS.2017.08.307},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/conf/euspn/PapaioannouDRGJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mcs/ReppasSS15,
author = {Andreas I. Reppas and
Konstantinos G. Spiliotis and
Constantinos I. Siettos},
title = {Tuning the average path length of complex networks and its influence
to the emergent dynamics of the majority-rule model},
journal = {Math. Comput. Simul.},
volume = {109},
pages = {186--196},
year = {2015},
url = {https://doi.org/10.1016/j.matcom.2014.09.005},
doi = {10.1016/J.MATCOM.2014.09.005},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mcs/ReppasSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/Siettos14,
author = {Constantinos I. Siettos},
title = {Coarse-grained computational stability analysis and acceleration of
the collective dynamics of a Monte Carlo simulation of bacterial locomotion},
journal = {Appl. Math. Comput.},
volume = {232},
pages = {836--847},
year = {2014},
url = {https://doi.org/10.1016/j.amc.2014.01.151},
doi = {10.1016/J.AMC.2014.01.151},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amc/Siettos14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/ProtopapaSES14,
author = {Foteini Protopapa and
Constantinos I. Siettos and
Ioannis Evdokimidis and
Nikolaos Smyrnis},
title = {Granger causality analysis reveals distinct spatio-temporal connectivity
patterns in motor and perceptual visuo-spatial working memory},
journal = {Frontiers Comput. Neurosci.},
volume = {8},
pages = {146},
year = {2014},
url = {https://doi.org/10.3389/fncom.2014.00146},
doi = {10.3389/FNCOM.2014.00146},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ficn/ProtopapaSES14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ReppasSS14,
author = {Andreas I. Reppas and
Konstantinos G. Spiliotis and
Constantinos I. Siettos},
title = {Tuning the average path length of complex networks and its influence
to the emergent dynamics of the majority-rule model},
journal = {CoRR},
volume = {abs/1412.2290},
year = {2014},
url = {http://arxiv.org/abs/1412.2290},
eprinttype = {arXiv},
eprint = {1412.2290},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ReppasSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jam/SiettosDG13,
author = {Constantinos I. Siettos and
Yannick De Decker and
Georgios C. Georgiou},
title = {Complex Systems Modelling, Analysis, and Control},
journal = {J. Appl. Math.},
volume = {2013},
pages = {508176:1--508176:2},
year = {2013},
url = {https://doi.org/10.1155/2013/508176},
doi = {10.1155/2013/508176},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jam/SiettosDG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapaioannouRPS13,
author = {Panagiotis Papaioannou and
Lucia Russo and
George Papaioannou and
Constantinos I. Siettos},
title = {Can social microblogging be used to forecast intraday exchange rates?},
journal = {CoRR},
volume = {abs/1310.5306},
year = {2013},
url = {http://arxiv.org/abs/1310.5306},
eprinttype = {arXiv},
eprint = {1310.5306},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapaioannouRPS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/SmyrnisMRSVKEP12,
author = {Nikolaos Smyrnis and
Dimitris S. Mylonas and
Roozbeh Rezaie and
Constantinos I. Siettos and
Errikos M. Ventouras and
Periklis Y. Ktonas and
Ioannis Evdokimidis and
Andrew C. Papanicolaou},
title = {Single-trial magnetoencephalography signals encoded as an unfolding
decision process},
journal = {NeuroImage},
volume = {59},
number = {4},
pages = {3604--3610},
year = {2012},
url = {https://doi.org/10.1016/j.neuroimage.2011.10.091},
doi = {10.1016/J.NEUROIMAGE.2011.10.091},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/SmyrnisMRSVKEP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/Siettos11,
author = {Constantinos I. Siettos},
title = {Equation-Free multiscale computational analysis of individual-based
epidemic dynamics on networks},
journal = {Appl. Math. Comput.},
volume = {218},
number = {2},
pages = {324--336},
year = {2011},
url = {https://doi.org/10.1016/j.amc.2011.05.067},
doi = {10.1016/J.AMC.2011.05.067},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amc/Siettos11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SpiliotisS11,
author = {Konstantinos G. Spiliotis and
Constantinos I. Siettos},
title = {A timestepper-based approach for the coarse-grained analysis of microscopic
neuronal simulators on networks: Bifurcation and rare-events micro-
to macro-computations},
journal = {Neurocomputing},
volume = {74},
number = {17},
pages = {3576--3589},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2011.06.018},
doi = {10.1016/J.NEUCOM.2011.06.018},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SpiliotisS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ProtopapaMSSSE11,
author = {Foteini Protopapa and
Dimitris S. Mylonas and
Konstantinos G. Spiliotis and
Constantinos I. Siettos and
Nikolaos Smyrnis and
Ioannis Evdokimidis},
title = {Dynamic analysis of {EEG} signals during spatial working memory used
for either perception discrimination or planning of action},
booktitle = {33rd Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2011, Boston, MA, USA, August
30 - Sept. 3, 2011},
pages = {5896--5899},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IEMBS.2011.6091458},
doi = {10.1109/IEMBS.2011.6091458},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/ProtopapaMSSSE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1102-5420,
author = {Andreas I. Reppas and
Konstantinos G. Spiliotis and
Constantinos I. Siettos},
title = {On the effect of the path length and transitivity of small-world networks
on epidemic dynamics},
journal = {CoRR},
volume = {abs/1102.5420},
year = {2011},
url = {http://arxiv.org/abs/1102.5420},
eprinttype = {arXiv},
eprint = {1102.5420},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1102-5420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/SpiliotisS10,
author = {Konstantinos G. Spiliotis and
Constantinos I. Siettos},
title = {Multiscale Computations on Neural Networks: from the Individual Neuron
Interactions to the Macroscopic-Level Analysis},
journal = {Int. J. Bifurc. Chaos},
volume = {20},
number = {1},
pages = {121--134},
year = {2010},
url = {https://doi.org/10.1142/S0218127410025442},
doi = {10.1142/S0218127410025442},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbc/SpiliotisS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/TsoumanisSBK10,
author = {Andreas C. Tsoumanis and
Constantinos I. Siettos and
George V. Bafas and
Ioannis G. Kevrekidis},
title = {Equation-Free Multiscale Computations in Social Networks: from Agent-Based
Modeling to Coarse-Grained Stability and bifurcation Analysis},
journal = {Int. J. Bifurc. Chaos},
volume = {20},
number = {11},
pages = {3673--3688},
year = {2010},
url = {https://doi.org/10.1142/S0218127410027945},
doi = {10.1142/S0218127410027945},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijbc/TsoumanisSBK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-5113,
author = {Konstantinos G. Spiliotis and
Constantinos I. Siettos},
title = {Coarse-Grained Analysis of Microscopic Neuronal Simulators on Networks:
Bifurcation and Rare-events computations},
journal = {CoRR},
volume = {abs/1010.5113},
year = {2010},
url = {http://arxiv.org/abs/1010.5113},
eprinttype = {arXiv},
eprint = {1010.5113},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-5113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1012-4194,
author = {Constantinos I. Siettos},
title = {Equation-Free Multiscale Computational Analysis of Individual-Based
Epidemic Dynamics on Networks},
journal = {CoRR},
volume = {abs/1012.4194},
year = {2010},
url = {http://arxiv.org/abs/1012.4194},
eprinttype = {arXiv},
eprint = {1012.4194},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1012-4194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0903-2641,
author = {Konstantinos G. Spiliotis and
Constantinos I. Siettos},
title = {Multiscale Computations on Neural Networks: From the Individual Neuron
Interactions to the Macroscopic-Level Analysis},
journal = {CoRR},
volume = {abs/0903.2641},
year = {2009},
url = {http://arxiv.org/abs/0903.2641},
eprinttype = {arXiv},
eprint = {0903.2641},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0903-2641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/AlexandridisVSB08,
author = {Alex Alexandridis and
D. Vakalis and
Constantinos I. Siettos and
George V. Bafas},
title = {A cellular automata model for forest fire spread prediction: The case
of the wildfire that swept through Spetses Island in 1990},
journal = {Appl. Math. Comput.},
volume = {204},
number = {1},
pages = {191--201},
year = {2008},
url = {https://doi.org/10.1016/j.amc.2008.06.046},
doi = {10.1016/J.AMC.2008.06.046},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amc/AlexandridisVSB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/ReppasTS08,
author = {Andreas I. Reppas and
Andreas C. Tsoumanis and
Constantinos I. Siettos},
title = {The influence of infection control policies: {A} systematic study
of the dynamics of an individual-based epidemic model with isolation},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Bioinformatics
and Bioengineering, {BIBE} 2008, October 8-10, 2008, Athens, Greece},
pages = {1--7},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/BIBE.2008.4696766},
doi = {10.1109/BIBE.2008.4696766},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/ReppasTS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/SiettosRK06,
author = {Constantinos I. Siettos and
Ramiro Rico{-}Mart{\'{\i}}nez and
Ioannis G. Kevrekidis},
title = {A systems-based approach to multiscale computation: Equation-free
detection of coarse-grained bifurcations},
journal = {Comput. Chem. Eng.},
volume = {30},
number = {10-12},
pages = {1632--1642},
year = {2006},
url = {https://doi.org/10.1016/j.compchemeng.2006.05.019},
doi = {10.1016/J.COMPCHEMENG.2006.05.019},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cce/SiettosRK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/SiettosKK06,
author = {Constantinos I. Siettos and
Ioannis G. Kevrekidis and
Nikolaos Kazantzis},
title = {An equation-Free Approach to Nonlinear Control: Coarse Feedback Linearization
with Pole-Placement},
journal = {Int. J. Bifurc. Chaos},
volume = {16},
number = {7},
pages = {2029--2041},
year = {2006},
url = {https://doi.org/10.1142/S0218127406015878},
doi = {10.1142/S0218127406015878},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbc/SiettosKK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejcon/AlexandridisRS05,
author = {Alex Alexandridis and
Lucia Russo and
Constantinos I. Siettos},
title = {Discussion on: "Power Flow Control of a Doubly-Fed Induction
Machine Coupled to a Flywheel"},
journal = {Eur. J. Control},
volume = {11},
number = {3},
pages = {222--228},
year = {2005},
url = {https://doi.org/10.3166/ejc.11.222-228},
doi = {10.3166/EJC.11.222-228},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejcon/AlexandridisRS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/SiettosKK05,
author = {Constantinos I. Siettos and
Ioannis G. Kevrekidis and
Nikolaos Kazantzis},
title = {Equation-free, coarse-grained feedback linearization},
booktitle = {American Control Conference, {ACC} 2005, Portland, OR, USA, 8-10 June,
2005},
pages = {2554--2558},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ACC.2005.1470351},
doi = {10.1109/ACC.2005.1470351},
timestamp = {Fri, 07 Oct 2022 18:48:01 +0200},
biburl = {https://dblp.org/rec/conf/amcc/SiettosKK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/SiettosKM04,
author = {Constantinos I. Siettos and
Ioannis G. Kevrekidis and
Dimitrios Maroudas},
title = {Coarse bifurcation Diagrams via Microscopic Simulators: a State-Feedback
Control-Based Approach},
journal = {Int. J. Bifurc. Chaos},
volume = {14},
number = {1},
pages = {207--220},
year = {2004},
url = {https://doi.org/10.1142/S0218127404009193},
doi = {10.1142/S0218127404009193},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijbc/SiettosKM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/ArmaouSK03,
author = {Antonios Armaou and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Time-steppers and coarse-grained control of microscopic distributed
processes},
booktitle = {American Control Conference, {ACC} 2003, Denver, CO, USA, June 4-6
2003},
pages = {1328--1334},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ACC.2003.1239775},
doi = {10.1109/ACC.2003.1239775},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/amcc/ArmaouSK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/SiettosBB02,
author = {Constantinos I. Siettos and
George V. Bafas and
Andreas G. Boudouvis},
title = {Truncated Chebyshev series approximation of fuzzy systems for control
and nonlinear system identification},
journal = {Fuzzy Sets Syst.},
volume = {126},
number = {1},
pages = {89--104},
year = {2002},
url = {https://doi.org/10.1016/S0165-0114(01)00124-5},
doi = {10.1016/S0165-0114(01)00124-5},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/SiettosBB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/SiettosB02,
author = {Constantinos I. Siettos and
George V. Bafas},
title = {Semiglobal stabilization of nonlinear systems using fuzzy control
and singular perturbation methods},
journal = {Fuzzy Sets Syst.},
volume = {129},
number = {3},
pages = {275--294},
year = {2002},
url = {https://doi.org/10.1016/S0165-0114(01)00136-1},
doi = {10.1016/S0165-0114(01)00136-1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/SiettosB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/SagiasSSB01,
author = {D. I. Sagias and
E. N. Sarafis and
Constantinos I. Siettos and
George V. Bafas},
title = {Design of a model identification fuzzy adaptive controller and stability
analysis of nonlinear processes},
journal = {Fuzzy Sets Syst.},
volume = {121},
number = {1},
pages = {169--179},
year = {2001},
url = {https://doi.org/10.1016/S0165-0114(99)00153-0},
doi = {10.1016/S0165-0114(99)00153-0},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/SagiasSSB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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