Data-based analysis, modelling and forecasting of the COVID-19 outbreak C Anastassopoulou, L Russo, A Tsakris, C Siettos PloS one 15 (3), e0230405, 2020 | 1125 | 2020 |
Mathematical modeling of infectious disease dynamics CI Siettos, L Russo Virulence 4 (4), 295-306, 2013 | 524 | 2013 |
A cellular automata model for forest fire spread prediction: The case of the wildfire that swept through Spetses Island in 1990 A Alexandridis, D Vakalis, CI Siettos, GV Bafas Applied Mathematics and Computation 204 (1), 191-201, 2008 | 274 | 2008 |
Coarse Brownian dynamics for nematic liquid crystals: Bifurcation, projective integration, and control via stochastic simulation CI Siettos, MD Graham, IG Kevrekidis The Journal of chemical physics 118 (22), 10149-10156, 2003 | 110 | 2003 |
Microscopic/stochastic timesteppers and coarse control: a kinetic Monte Carlo example CI Siettos, A Armaou, AG Makeev, IG Kevrekidis arXiv preprint nlin/0207017, 2002 | 108 | 2002 |
Tracing day-zero and forecasting the COVID-19 outbreak in Lombardy, Italy: A compartmental modelling and numerical optimization approach L Russo, C Anastassopoulou, A Tsakris, GN Bifulco, EF Campana, ... Plos one 15 (10), e0240649, 2020 | 94 | 2020 |
Wildland fire spread modelling using cellular automata: evolution in large-scale spatially heterogeneous environments under fire suppression tactics A Alexandridis, L Russo, D Vakalis, GV Bafas, CI Siettos International Journal of Wildland Fire 20 (5), 633-647, 2011 | 83 | 2011 |
Modeling the 2014 ebola virus epidemic–agent-based simulations, temporal analysis and future predictions for liberia and sierra leone C Siettos, C Anastassopoulou, L Russo, C Grigoras, E Mylonakis PLoS currents 7, 2015 | 82 | 2015 |
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 | 81 | 2020 |
Time‐steppers and ‘coarse’control of distributed microscopic processes A Armaou, C I. Siettos, I G. Kevrekidis International Journal of Robust and Nonlinear Control: IFAC‐Affiliated …, 2004 | 66 | 2004 |
Fuzzy reasoning CP Pappis, CI Siettos Search Methodologies: Introductory Tutorials in Optimization and Decision …, 2013 | 63 | 2013 |
Classification of aged wine distillates using fuzzy and neural network systems CG Raptis, CI Siettos, CT Kiranoudis, GV Bafas Journal of food Engineering 46 (4), 267-275, 2000 | 56 | 2000 |
Enabling dynamic process simulators to perform alternative tasks: A time-stepper-based toolkit for computer-aided analysis CI Siettos, CC Pantelides, IG Kevrekidis Industrial & engineering chemistry research 42 (26), 6795-6801, 2003 | 52 | 2003 |
Extreme learning machine collocation for the numerical solution of elliptic PDEs with sharp gradients F Calabrò, G Fabiani, C Siettos Computer Methods in Applied Mechanics and Engineering 387, 114188, 2021 | 51 | 2021 |
Multiscale modeling of brain dynamics: from single neurons and networks to mathematical tools C Siettos, J Starke Wiley Interdisciplinary Reviews: Systems Biology and Medicine 8 (5), 438-458, 2016 | 51 | 2016 |
Judging the judges’ performance in rhythmic gymnastics K Flessas, D Mylonas, G Panagiotaropoulou, D Tsopani, A Korda, ... Medicine & Science in Sports & Exercise 47 (3), 640-648, 2015 | 51 | 2015 |
Can social microblogging be used to forecast intraday exchange rates? P Papaioannou, L Russo, G Papaioannou, CI Siettos Netnomics: Economic Research and Electronic Networking 14, 47-68, 2013 | 45 | 2013 |
Numerical solution and bifurcation analysis of nonlinear partial differential equations with extreme learning machines G Fabiani, F Calabrò, L Russo, C Siettos Journal of Scientific Computing 89, 44, 2021 | 44 | 2021 |
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 … CA Grigoras, FN Zervou, IM Zacharioudakis, CI Siettos, E Mylonakis PLoS One 11 (6), e0156577, 2016 | 41 | 2016 |
Correlation of opioid mortality with prescriptions and social determinants: a cross-sectional study of Medicare enrollees CA Grigoras, S Karanika, E Velmahos, M Alevizakos, ME Flokas, ... Drugs 78, 111-121, 2018 | 40 | 2018 |