Constantinos I. Siettos - researchr alias

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2023

Discrete-time nonlinear feedback linearization via physics-informed machine learningHector Vargas Alvarez, Gianluca Fabiani, Nikolaos Kazantzis, Constantinos I. Siettos, Ioannis G. Kevrekidis. jcphy, 492:112408, November 2023. [doi]

Data-driven control of agent-based models: An Equation/Variable-free machine learning approachDimitrios G. Patsatzis, Lucia Russo, Ioannis G. Kevrekidis, Constantinos I. Siettos. jcphy, 478:111953, April 2023. [doi]

2022

Numerical Bifurcation Analysis of PDEs From Lattice Boltzmann Model Simulations: a Parsimonious Machine Learning ApproachEvangelos Galaris, Gianluca Fabiani, Ioannis Gallos, Ioannis G. Kevrekidis, Constantinos I. Siettos. jscic, 92(2):34, 2022. [doi]

A numerical method for the approximation of stable and unstable manifolds of microscopic simulatorsConstantinos I. Siettos, Lucia Russo. na, 89(3):1335-1368, 2022. [doi]

2021

Numerical solution and bifurcation analysis of nonlinear partial differential equations with extreme learning machinesGianluca Fabiani, Francesco Calabrò, Lucia Russo, Constantinos I. Siettos. jscic, 89(2):44, 2021. [doi]

Mathematical modelling and numerical bifurcation analysis of inbreeding and interdisciplinarity dynamics in academiaStefano Mazzoleni, Lucia Russo, Francesco Giannino, Gerardo Toraldo, Constantinos I. Siettos. jcam, 385:113194, 2021. [doi]

2017

S&P500 Forecasting and trading using convolution analysis of major asset classesPanagiotis Papaioannou, Thomas Dionysopoulos, Lucia Russo, Francesco Giannino, Dietmar Janetzko, Constantinos I. Siettos. euspn 2017: 484-489 [doi]

2015

Tuning the average path length of complex networks and its influence to the emergent dynamics of the majority-rule modelAndreas I. Reppas, Konstantinos G. Spiliotis, Constantinos I. Siettos. mcs, 109:186-196, 2015. [doi]

2014

Granger causality analysis reveals distinct spatio-temporal connectivity patterns in motor and perceptual visuo-spatial working memoryFoteini Protopapa, Constantinos I. Siettos, Ioannis Evdokimidis, Nikolaos Smyrnis. ficn, 2014:146, 2014. [doi]

Coarse-grained computational stability analysis and acceleration of the collective dynamics of a Monte Carlo simulation of bacterial locomotionConstantinos I. Siettos. amc, 232:836-847, 2014. [doi]

2013

Complex Systems Modelling, Analysis, and ControlConstantinos I. Siettos, Yannick De Decker, Georgios C. Georgiou. jam, 2013, 2013. [doi]

2012

Single-trial magnetoencephalography signals encoded as an unfolding decision processNikolaos Smyrnis, Dimitris S. Mylonas, Roozbeh Rezaie, Constantinos I. Siettos, Errikos M. Ventouras, Periklis Y. Ktonas, Ioannis Evdokimidis, Andrew C. Papanicolaou. neuroimage, 59(4):3604-3610, 2012. [doi]

2011

Dynamic analysis of EEG signals during spatial working memory used for either perception discrimination or planning of actionFoteini Protopapa, Dimitris S. Mylonas, Konstantinos G. Spiliotis, Constantinos I. Siettos, Nikolaos Smyrnis, Ioannis Evdokimidis. embc 2011: 5896-5899 [doi]

Equation-Free multiscale computational analysis of individual-based epidemic dynamics on networksConstantinos I. Siettos. amc, 218(2):324-336, 2011. [doi]

A timestepper-based approach for the coarse-grained analysis of microscopic neuronal simulators on networks: Bifurcation and rare-events micro- to macro-computationsKonstantinos G. Spiliotis, Constantinos I. Siettos. ijon, 74(17):3576-3589, 2011. [doi]

2010

Multiscale Computations on Neural Networks: from the Individual Neuron Interactions to the Macroscopic-Level AnalysisKonstantinos G. Spiliotis, Constantinos I. Siettos. IJBC, 20(1):121-134, 2010. [doi]

Equation-Free Multiscale Computations in Social Networks: from Agent-Based Modeling to Coarse-Grained Stability and bifurcation AnalysisAndreas C. Tsoumanis, Constantinos I. Siettos, George V. Bafas, Ioannis G. Kevrekidis. IJBC, 20(11):3673-3688, 2010. [doi]

2008

The influence of infection control policies: A systematic study of the dynamics of an individual-based epidemic model with isolationAndreas Reppas, Andreas C. Tsoumanis, Constantinos I. Siettos. bibe 2008: 1-7 [doi]

2006

An equation-Free Approach to Nonlinear Control: Coarse Feedback Linearization with Pole-PlacementConstantinos I. Siettos, Ioannis G. Kevrekidis, Nikolaos Kazantzis. IJBC, 16(7):2029-2041, 2006. [doi]

A systems-based approach to multiscale computation: Equation-free detection of coarse-grained bifurcationsConstantinos I. Siettos, Ramiro Rico-Martínez, Ioannis G. Kevrekidis. cce, 30(10-12):1632-1642, 2006. [doi]

2005

Discussion on: "Power Flow Control of a Doubly-Fed Induction Machine Coupled to a Flywheel"Alex Alexandridis, Lucia Russo, Constantinos I. Siettos. ejcon, 11(3):222-228, 2005. [doi]

Equation-free, coarse-grained feedback linearizationConstantinos I. Siettos, Ioannis G. Kevrekidis, Nikolaos Kazantzis. amcc 2005: 2554-2558 [doi]

2004

Coarse bifurcation Diagrams via Microscopic Simulators: a State-Feedback Control-Based ApproachConstantinos I. Siettos, Ioannis G. Kevrekidis, Dimitrios Maroudas. IJBC, 14(1):207-220, 2004. [doi]

2003

Time-steppers and coarse-grained control of microscopic distributed processesAntonios Armaou, Constantinos I. Siettos, Ioannis G. Kevrekidis. amcc 2003: 1328-1334 [doi]

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