Peer-Reviewed Journal Publications


List of Journals/ ISI Impact Factors 2016
65. Grigoras, C.A., Karanika, S., Velmahos, E., Alevizakos, M., Flokas, M.E, Kaspiris-Rousellis, C., Evaggelidis, I.N., Artelaris, P., Siettos, C.I., Mylonakis, E., Correlation of Opioid Mortality with Prescriptions and Social Determinants: a Cross-Sectional Study of Medicare Enrollees, Drugs, in press.

64. Kevrekidis, P.G., Siettos, C.I., Kevrekidis, I.G.
, 2017, To Infinity and some Glimpses of Beyond, Nature Communications, 8, 1562. Doi: 10.1038/s41467-017-01502-7.  https://www.nature.com/articles/s41467-017-01502-7.

63. Siettos, C.I., Giannino, F., Russo, L., Cuomo, S., 2017, A Class of Universal Approximators of Real Continuous Functions Revisited, Ricerche di Matematica, in press.

62. Kaspiris-Rouselis, C., Siettos, C.I.,
Evdokimidis, I., Smyrnis, N., 2017, Reaching to Virtual Targets: the Oblique Effect Reloaded in 3-D, Neuroscience, 343, 128-139. Doi: 10.1016/j.neuroscience.2016.11.039.

61.  Siettos, C.I., Smyrnis, N., 2017,  Reaction Time as a Stochastic Process implemented by Functional Brain Networks, Cognitive Neuroscience, 8,  133-135. Doi:10.1080/17588928.2016.1206519 .http://www.tandfonline.com/doi/pdf/10.1080/17588928.2016.1206519.

60. Russo, L., Russo, P., Siettos, C. I., 2016, A complex network theory approach for the spatial distribution of fire breaks in heterogeneous forest landscapes for the control of wildland fires, PLoS ONE, 11(10): e0163226. Doi: 10.1371/journal.pone.0163226.http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0163226.

59. Daskalaki, E., Spiliotis, K.G., Siettos, C.I.,
Minadakis, G., Papadopoulos, G.A., 2016, Foreshocks and Short-Term Hazard Assessment to Large Earthquakes using Complex Networks: the Case of the 2009 L’Aquila Earthquake, Nonlinear Processes in Geophysics, 23, 241-256. Doi:10.5194/npg-23-241-2016. http://www.nonlin-processes-geophys.net/23/241/2016/.

58.  Siettos, C.I., Starke, J., 2016,  Multiscale Modeling of Brain Dynamics: from Single Neurons and Networks to Mathematical Tools, WIREs Systems Biology and Medicine, 8(5), 438-458. Doi:10.1002/wsbm.1348. http://onlinelibrary.wiley.com/doi/10.1002/wsbm.1348/abstract.

57. Zacharioudakis, I.M., Zervou, F.N., Grigoras, C.A, Siettos, C.I.,  Mylonakis, E., 2016,  Isolation of C. difficile carriers alone and as part of a bundle approach for the prevention of Clostridium difficile Infection (CDI):  A Mathematical Model Based on Clinical Study Data, PLoS ONE, 11(6): e0156577. Doi:10.1371/journal.pone.0156577. http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0156577.

56.  Rajendran, K., Tsoumanis, A.C., Siettos, C.I., Laing, C.R., Kevrekidis, I.G., 2016,  Modeling Heterogeneity in Networks using Polynomial Chaos, International Journal for Multiscale Computational Engineering, 14(3), 291-302 . Doi: 10.1615/IntJMultCompEng.2016015897.

55. Protopapa F., Siettos, C.I., Myatchin, I., Lagae L., 2016, Children with well Controlled Epilepsy Possess Different Spatio-Temporal Patterns of Causal Network Connectivity during a Visual Working Memory Task, Cognitive Neurodynamics,  10(2), 99-111. Doi:10.1007/s11571-015-9373-x. http://link.springer.com/article/10.1007/s11571-015-9373-x.

54. Siettos, C., Anastassopoulou, C., Russo, L., Grigoras, C., Mylonakis, E., 2016, Modeling, Forecasting and Control Policy Assessment for the Ebola Virus Disease (EVD) Epidemic in Sierra Leone Using Small-World Networked Model Simulations, BMJ Open, 6, e008649. Doi:10.1136/bmjopen-2015-008649. http://bmjopen.bmj.com/content/6/1/e008649.full?keytype=ref&ijkey=t9zX52RUfjS6ArP.

53. Mylonas, D.S., Siettos, C.I., Evdokimidis, I., Papanicolaou, A.C., Smyrnis, N., 2016, Modular Patterns of Phase Desynchronization Networks during a Simple Visuomotor Task, Brain Topography, 29(1), 118-129. Doi:10.1007/s10548-015-0451-5.http://link.springer.com/article/10.1007/s10548-015-0451-5.

52. Liu, P., Siettos, C.I., Gear, C.W., Kevrekidis, I.G., 2015, Equation-free Model Reduction in Agent-based Computations: Coarse-grained Bifurcation and Variable-Free Rare Event Analysis, Mathematical Modelling of Natural Phenomena, 10, 71-90. Doi:10.1051/mmnp/201510307.

51. Siettos, C., Anastassopoulou, C., Russo, L., Grigoras, C., Mylonakis, E., 2015, Modeling the 2014 Ebola Virus Epidemic – Agent-Based Simulations, Temporal Analysis and Future Predictions for Liberia and Sierra Leone. PLoS Currents. 2015 Mar 9. Edition 1. Doi:10.1371/currents.outbreaks.8d5984114855fc425e699e1a18cdc6c9.
http://currents.plos.org/outbreaks/article/modeling-the-2014-ebola-virus-epidemic-agent-based-simulations-temporal-analysis-and-future-predictions-for-liberia-and-sierra-leone/

50. Flessas, K., Mylonas, D., Panagiotaropoulou, G., Tsopani, D, Korda, A., Siettos, C.I., Di Cagno, A., Evdokimidis, I., Smyrnis, N., 2015, Judging the Judges' Performance in Rhythmic Gymnastics, Medicine & Science in Sports & Excersise,  47, 640-648.

49. Reppas, A.I., Spiliotis, K.G., Siettos, C.I., 2015, Tuning the Average Path Length of Complex Networks and its Influence to the Emergent Dynamics of the Majority-Rule Model, Mathematics and Computers in Simulation, 109, 186-196. Doi:10.1016/j.matcom.2014.09.005http://authors.elsevier.com/a/1Q6NL1M3YicviO

48. Siettos, C.I., 2014, Equation-Free Computation of Coarse-Grained Center Manifolds of Microscopic Simulators, Journal of Computational Dynamics-American Institute of Mathematical Sciences, 1(2), 377-389. Doi:10.3934/jcd.2014.1.377.

47. Protopapa, F., Siettos, C.I., Evdokimidis, I., Smyrnis, N., 2014, Granger Causality Analysis Reveals Distinct Spatio-Temporal Connectivity Patterns in Motor and Perceptual Visuo-Spatial Working Memory, Frontiers in Computational Neuroscience, 8, 146. Doi:10.3389/fncom.2014.00146.  http://journal.frontiersin.org/Journal/10.3389/fncom.2014.00146/abstract

46. Siettos,C.I., 2014, Coarse-Grained Computational Stability Analysis and Acceleration of the Collective Dynamics of a Monte Carlo Simulation of Bacterial Locomotion, Applied  Mathematics and Computation, 232,  836-847.


45. Smyrnis, N.P., Protopapa, F., Tsoukas, E., Balogh, A., Siettos, C.I., Evdokimidis, I., 2014, Amplitude Spectrum EEG Signal Evidence for the Dissociation of Motor and Perceptual Spatial Working Memory in the Human Brain, Experimental Brain Research, 232, 659–673.

44. Daskalaki, E., Papadopoulos, G.A., Spiliotis, K.G., Siettos, C.I., 2014, Analysing the Topology of Seismicity in the Hellenic Arc using Complex Networks, J. Seismology, 18, 47-46.

43. Papaioannou, P., Russo, L., Papaioannou, G., Siettos C.I., 2013, Can Social Microblogging be used to Forecast Exchange Rates in the Short Run?, NETNOMICS: Economic Research and Electronic Networking, 14, 47-68.

42. Kavouras, A., Georgakis, C., Kelley, C.T., Siettos, C.I., Kevrekidis, I.G., 2013, Steady States for Chemical Process Plants with Inventories: A Time-stepping Approach, A.I.ChE. J., 59 (9), 3308-3321.

41. Siettos, C. I., Russo, L., 2013, Mathematical Modeling of Infectious Disease Dynamics: A Review, Virulence,
4 (4), 295-306. http://www.tandfonline.com/doi/full/10.4161/viru.24041#.VHgzqzHF9q0

40. Kavousanakis, M. E., Russo, L., Marra, F.S., Siettos, C. I., 2013, Homoclinic Bifurcations in Radiating Diffusion Flames, Combustion Theory and Modelling,
17, 40-52.

39. Reppas, A., De Decker Y., Siettos, C.I., 2012, On the Efficiency of the Equation-Free Closure of Statistical Moments: Dynamical properties of a Stochastic Epidemic Model on Erdos-Renyi networks, Journal of Statistical Mechanics: Theory and Experiment,  8, P08020.

38. Tsoumanis, A. C., Rajendran, K., Siettos, C. I., Kevrekidis, I. G., 2012, Coarse-graining the Dynamics of Network Evolution: the Rise and Fall of a Networked Society, New Journal of Physics, 14, 083037. http://iopscience.iop.org/1367-2630/14/8/083037/pdf/1367-2630_14_8_083037.pdf

37. Siettos, C. I., Gear, C. W., Kevrekidis, I. G., 2012, An Equation-free Approach to Agent-Based Computation: Bifurcation Analysis and Control of Stationary States, EPL (Europhysics Letters)99, 48007.

36. Spiliotis, K., Russo, L., Siettos, C. I., 2012, Symmetry and Symmetry-Breaking of the Emergent Dynamics of the Discrete Stochastic Majority-Voter Model, Annual Review of Chaos Theory, Bifurcations and Dynamical Systems, 2, 1-20. http://www.arctbds.com/Volume2/1-Symmetry%20and%20Symmetry-Breaking.pdf

35. Reppas, A. I., Spiliotis, K. G., Siettos, C. I., 2012, On the effect of the Path Length of Small-world Networks on Epidemic Dynamics, Virulence, 3(2), 146-153. http://www.tandfonline.com/doi/abs/10.4161/viru.19131?journalCode=kvir20#.VHg08zHF9q0

34. Smyrnis, N. P., Mylonas, D. S., Rezaie, R., Siettos, C. I., Ventouras, E., Ktonas, P. Y., Eydokimidis, I., Papanicolaou, A. C., 2012, Single-trial Magnetoencephalography Signals Encoded as an Unfolding Decision Process,  NeuroImage, 59, 3604-3610.

33. Tsoumanis, A. C. and Siettos, C. I., 2012, Detection of Coarse-Grained Unstable States of Microscopic/Stochastic systems: a Timestepper-Based Iterative Protocol, Nonlinear Dynamics 67, 103-117.

32. Russo, L., Albanese, D., Siettos, C. I., Di Matteo, M., Crescitelli, S., 2012, A Neuro-Fuzzy Computational Approach for Multicriteria Optimisation of the Quality of  Espresso Coffee by Pod based on the Extraction Time, Temperature and Blend, Int. Journal of Food Science and Technology, 47, 837-846.

31. Panayotounakos, D., Zarmpoutis, T. and Siettos C.I., 2012, On the Exact Analytical Solutions of Standing Waves of the Cubic Nonlinear Shrȍdinger Equation, Archive of Applied Mechanics,  82, 1557-1568.

30. Spiliotis, K. G. and Siettos, C.I., 2011, A Timestepper-based Approach for the Systems-Level Analysis of Microscopic Neuronal Simulators on Networks: Bifurcation and Rare-Events Micro to Macro Computations, Neurocomputing, 74, 3576-3589.

29. Siettos, C. I., 2011, Equation-Free Multiscale Computational Analysis of Individual-Based Epidemic Dynamics on Networks, Applied Mathematics and Computation, 218, 324-336.

28. Alexandridis, A., Russo, L., Vakalis, D., Bafas, G. and Siettos, C. I., 2011, Wildland Fire Spread Modelling using Cellular Automata: Evolution in Large-Scale Spatially Heterogeneous Environments under Fire Suppression Tactics, Int. J. Wildland Fires, 20, 633-647.

27. Tsoumanis, A.C., Siettos, C.I., Kevrekidis, I.G. and Bafas, G.V., 2010, Equation-Free Multiscale Computations in Social Networks: from Agent-based Modelling to Coarse-grained Stability and Bifurcation Analysis, Int. J. Bifurcation and Chaos, 20, 11, 3673-3688.

26. Reppas, A. I., Spiliotis, K. G. and Siettos, C. I. , 2010, Epidemionics: from the Host-Host Interactions to the Systematic Analysis of the Emergent Macroscopic Dynamics on Epidemic Networks, Virulence, 1 (4), 338-349. http://www.tandfonline.com/doi/abs/10.4161/viru.1.4.12196#.VHg1bDHF9q0.

25. Reppas, A. I., Tsoumanis, A. C. and Siettos, C. I., 2010, Coarse-Grained Bifurcation Analysis and Detection of Criticalities of an Individual-Based Epidemiological Network Model with Infection Control, Applied Mathematical Modelling, 34, 552-560.

24. Spiliotis, K. and Siettos, C. I., 2010, Multiscale Computations on Neural Networks: from the Individual Neuron Interactions to the Macroscopic-level Analysis, Int. J. Bifurcation and Chaos, 20, 121-134.

23. Rassia, T. S. and Siettos, C. I., 2010, Escape Dynamics in Office Buildings: Using Molecular Dynamics to Quantify the Impact of certain Apsects of Human Behavior during Emergency Evacuation, Environmental Modelling and Assessment, 15, 41-418.

22. Alexandridis, A., Vakalis, D., Siettos C.I. and Bafas, G. V., 2008, A Cellular Automata Model for Forest Fire Spread Prediction:  The Case of the Wildfire that Swept through Spetses Island in 1990,  Applied Mathematics & Computation, 204, 191-201.

21. Kavousanakis, M., Russo, L., Siettos, C.I., Boudouvis, A. G. and Georgiou, G. C., 2008, A Timestepper Approach for the Systematic Bifurcation and Stability Analysis of Polymer Extrusion Dynamics, J. Non-Newtonian Fluid Mechanics, 151, 59-68.

20. Russo, L., Siettos, C. I. and Kevrekidis, I. G., 2007, Reduced Computations for Nematic-Liquid Crystals: A Timestepper Approach for Systems with Continuous Symmetries, J. Non-Newtonian Fluid Mechanics, 146, 51-58.

19. Koronaki, E. D., Gungor, R. M., Siettos, C. I. and Maroudas, D., 2007, Current-Induced Propagation on Surfaces of Voids in Metallic Thin Films with High Symmetry of Surface Diffusional Anisotropy, J. Applied Physics, 102, 073506-10.

18. Siettos, C.I., Rico-Martinez, R. and Kevrekidis, I. G., 2006, A Systems-Based Approach to Multiscale Computation: Equation-Free Detection of Coarse-Grained Bifurcations, Computers Chem. Eng., 30, 1632-1642.

17. Siettos, C. I., Kevrekidis, I. G. and Kazantzis, N., 2006, An Equation-Free Approach to Nonlinear Control: Coarse Feedback Linearization with Pole Placement, Int. J. Bifurcation and Chaos, 16, 2029-2041.

16. Alexandridis, A., Russo, L. and Siettos, C.I., 2005, Discussion on the Power Flow Control of a Doubly-Fed Induction Machine Coupled to a Flywheel, European Journal of Control, 11, 222-224.

15. Armaou, A., Siettos, C. I. and and Kevrekidis, I. G., 2004, Time-steppers and Coarse Control of Distributed Microscopic Processes, Int. J. Robust Nonlinear Control, 14, 89-111.

14. Siettos, C. I., Maroudas, D. and Kevrekidis, I. G., 2004, Coarse Bifurcation Diagrams via Microscopic Simulators: a State-Feedback Control-Based Approach, Int. J. Bifurcation and Chaos, 14, 207-220.

13. Siettos, C.I., Pantelides, C. C. and Kevrekidis, I. G., 2004, Enabling Dynamic Process Simulators to Perform Alternative Tasks:  Time-stepper Based Toolkit for Computer-Aided Analysis, Ind. Chem & Ind. Research, 42, 6795-6801.

12. Siettos, C. I., Graham, M. and Kevrekidis, I. G., 2003, Coarse Brownian Dynamics for Nematic Liquid Crystals: Bifurcation, Projective Integration and Control via Stochastic Simulation, J. Chem. Physics, 118, 10149-10157.

11. Siettos, C. I, Armaou, A., Makeev, A. G. and Kevrekidis, I. G., 2003 Microscopic/ Stochastic Timesteppers and Coarse Control: a kinetic Monte Carlo Example, AIChE J, 49, 1922-1926

10. Siettos, C. I., Kevrekidis, I. G. and Kevrekidis, P. G., 2003, Focusing Revisited: a Renormalization/Bifurcation Approach, Nonlinearity, 16, 497-506.

9. Alexandridis, A., Siettos, C. I., Sarimveis, H., Boudouvis, A. G. and Bafas, G. V., 2002, Modeling of Nonlinear Process Dynamics using Kohonen’s Neural Networks, Computers Chem. Eng., 26, 479-486.

8. Siettos, C. I. and Bafas, G. V., 2002, Semiglobal Stabilization of Nonlinear Systems using Fuzzy Control and Singular Perturbation Methods, Fuzzy Sets and Systems, 129, 275-294.

7. Siettos, C. I., Boudouvis, A. G. and Bafas, G. V., 2002, Approximation of Fuzzy Control Systems with Truncated Chebyshev Series, Fuzzy Sets and Systems, 126, 89-104.

6. Sagias, D. I., Sarafis, E. N., Siettos, C. I. and Bafas, G. V., 2001, Design of a Model Identification Fuzzy Adaptive Controller and Stability Analysis of Nonlinear Processes, Fuzzy Sets and Systems, 121, 169-179.

5. Raptis, C. G., Siettos, C. I., Kiranoudis, C. T. and Bafas, G. V., 2000, Classification of Aged Wine Distillates using Fuzzy and Neural Network Systems, Journal of Food Engineering, 46, 267-275.

4. Siettos, C. I., Boudouvis, A. G. and Bafas, G. V., 2000, Implementation and Performance of a Fuzzy Adaptive Controller for a Tubular Reactor, Systems Analysis Modeling and Simulation, 38, 725-739.

3. Siettos, C. I., Kyranoudis, C. T. and Bafas, G. V., 1999, Advanced Control Strategies for Fluidized Bed Driers, Drying Technology, 17, 2271-2292.

2. Taprantzis, A. V., Siettos, C. I. and Bafas, G. V., 1997, Fuzzy Control of a Fluidized Bed Dryer, Drying Technology, 15, 511-537

1. Siettos, C. I., Papadopoulos, D. T., Boudouvis, A. G. and Chronopoulos, A. T., 1996, Stability Analysis of Magnetohydrostatic Equilibrium by the Finite Element and Arnoldi and Lanczos Eigensolvers, Advances in Engineering Software, 27, 145-153.

51. NATURE COMMUNICATIONS12.124

50. NEUROIMAGE

5.836

49. DRUGS5.000
48. VIRULENCE4.665

47. MEDICINE & SCIENCE  SPORTS & EXC

4.141

46. NEW JOURNAL OF PHYSICS3.786
45.  NONLINEAR DYNAMICS 3.464 
44. BRAIN TOPOGRAPHY 3.394
43. INT J ROBUST NONLINEAR CONTROL 3.393
 42. NEUROCOMPUTING3.317 
41. NEUROSCIENCE3.277
40. J FOOD ENGINEERING3.099
39. COMPUTERS & CHEM ENGINEERING3.024 
38. J CHEM PHYSICS  2.965
37. INDUSTRIAL & ENGINEERING CHEM RESEARCH2.843
36. AICHE JOURNAL2.836
35.  PLoS ONE2.806
34. FUZZY SETS & SYSTEMS2.718 
33. J NON-NEWTONIAN FLUID MECHANICS2.536 
32. WIREs SYSTEMS BIOLOGY & MEDICINE2.385
31. BMJ OPEN2.369
30. APPLIED MATHEMATICAL MODELLING2.350 
29. SYSTEMS ANALYSIS MODELLING SIMULATION  

(Now published as : INT J SYSTEMS SCIENCE)

2.285
28. J STATISTICAL MECHANICS-THEORY & EXPERIMENT2.196
27. INT J WILDLAND FIRE2.078
26. J APPLIED PHYSICS2.068
25. EUROPHYSICS LETTERS (EPL)1.957
24. EXPERIMENTAL BRAIN RESEARCH1.917
23. COGNITIVE NEUROSCIENCE 1.870
22. COMBUSTION THEORY & MODELLING 1.855
21. DRYING TECHNOLOGY 1.854
20. COGNITIVE NEURODYNAMICS1.828
19. FRONTIERS IN COMPUTATIONAL NEUROSCIENCE1.821

18.ADVANCES IN ENGINEERING SOFTWARE

1.673

 17. JOURNAL OF SEISMOLOGY

1.505

 16. INT JOURNAL OF FOOD SCIENCE & TECHNOLOGY1.504
 15. INT J BIFURCATION & CHAOS 1.355

14. APPLIED MATHEMATICS & COMPUTATION

1.345

13. EUROPEAN JOURNAL  OF CONTROL

1.342

12. NONLINEAR  PROCESSES  IN GEOPHYSICS1.321

 11. NONLINEARITY

1.289
10. MATHEMATICS & COMPUTERS IN SIMULATION1.124

9.ARCHIVE OF APPLIED MECHANICS

1.103

 8. INT J MULTISCALE COMPUTATIONAL ENGINEERING1.103

7. ENVIRONMENTAL MODELING & ASSESMENT

1.011

 6. MATHEMATICAL MODEL NATURAL PHENOMENA0.820
5.  RICERCHE DI MATEMATICA
 4. NETNOMICS: Economic Research and Electronic Networking
 3. AN REVIEW CHAOS, BIFURCATION & DYNAMICAL SYSTEMS
 2. J COMPUTATIONAL DYNAMICS
 (of the American Institute of Mathematical Sciences)
 1. PLoS CURRENTS


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