Nicholas Christakis

University of Nicosia — CY

Engineering · Physical Sciences

12h-index313citations47works2.12yr avg
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Research Topics

Granular flow and fluidized beds(19), Mineral Processing and Grinding(11), Landslides and related hazards(5), Cyclone Separators and Fluid Dynamics(4), Meteorological Phenomena and Simulations(3)

Publications47 total

Feature Engineering and Pruning in Neural Networks for Urban Climate Instability Prediction
Expert Systems with Applications·2026
SUN: Stochastic UNsupervised Learning for Data Noise and Uncertainty Reduction
Applied Sciences·2025Open Access
Forecasting chaos: AI-enhanced prediction of indoor climate dynamics
Expert Systems with Applications·2025
When less is more: Sample-aware pruning of uninformative features improves neural-network regression
Neurocomputing·2025· 1 cited
Evaluating Large Language Models in Code Generation: INFINITE Methodology for Defining the Inference Index
Applied Sciences·2025· 3 citedOpen Access
Artificial intelligence forecasting and uncertainty analysis of meteorological data in atmospheric flows
Physics of Fluids·2025· 2 cited
Advancing understanding of indoor conditions using artificial intelligence methods
Physics of Fluids·2025· 5 cited
On particle dispersion statistics using unsupervised learning and Gaussian mixture models
Physics of Fluids·2024· 3 cited
A Computational Methodology for Assessing Wind Potential
Energies·2024· 1 citedOpen Access
Unsupervised machine learning of virus dispersion indoors
Physics of Fluids·2024· 6 citedOpen Access
Unsupervised Learning of Particles Dispersion
Mathematics·2023· 6 citedOpen Access
Reducing Uncertainty and Increasing Confidence in Unsupervised Learning
Mathematics·2023· 16 citedOpen Access
COVID-LIBERTY, A Machine Learning Computational Framework for the Study of the Covid-19 Pandemic in Europe. Part 2: Setting up the Framework with Ensemble Modeling
International Journal of Neural Networks and Advanced Applications·2021· 3 citedOpen Access
DOES GORETEX IMPROVE OUTCOMES IN LVAD EXPLANTATION-HEART TRANSPLANTATION?
Canadian Journal of Cardiology·2020· 1 cited
Cellular Automata and Artificial Brain Dynamics
Mathematical and Computational Applications·2018· 7 citedOpen Access
Dynamics of Locally Coupled Oscillators with Next-Nearest-Neighbor Interaction
PDXScholar (Portland State University)·2015· 4 citedOpen Access
On the Performance of the WRF Numerical Model over Complex Terrain on a High Performance Computing Cluster
2014· 6 cited
WRF input parameter updates based on recent and long-term satellite observations
2014· 2 cited
A Hybrid Approach for the Modelling of Complex Systems: Methodologies and Applications
Journal of Algorithms & Computational Technology·2013· 2 citedOpen Access
A New Approach in Financial Modelling with the Aid of Artificial Neural Networks
Journal of Algorithms & Computational Technology·2011· 8 citedOpen Access
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Frequent Co-authors

Mayur K. Patel(18), Mark Cross(12), Pierre Chapelle(11), Dimitris Drikakis(11), U. Tüzün(10), H. Abou-Chakra(9), John Baxter(7), I Bridle(6), M. Cross(5), M.S.A. Bradley(4), M. C. Leaper(4), Junye Wang(3), N. W. H. Allsop(3), George Kossioris(3), Ioannis W. Kokkinakis(3), Panagiotis Tirchas(3), M. Cross(3), M.K. Patel(2), Achilles Vairis(2), Torsten Gröger(2)