Sergiy Zhuk  Sergiy Zhuk photo         

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Research staff member and Master Inventor
Dublin Research Lab, Ireland


Professional Associations

Professional Associations:  International Physics and Control Society (IPACS)

more information

More information:  Building cognitive IoT solutions using data assimilation


Research Interests

  • Parameter estimation for dynamical systems: nonlinear filtering for chaotic systems, detectability for convolutional neural networks, numerical optimization for large-scale inverse problems  
  • Statistical learning: hidden Markov models, Expectation-Maximization algorithms for closed-loop datasets, Bayesian classifiers  
  • Applications: 3D objects reconstruction from medical images, vFFR (blood pressure estimation in coronary artery from angiograms), optical flow estimation, full waveform inversion, traffic state estimation


Research Experience