Sergiy Zhuk

Overview

Sergiy Zhuk

Title

Senior Research Scientist and Manager, Optimization & Quantum Computing

Location

IBM Research Europe - Ireland Dublin, Ireland

Bio

Research Interests

  • Quantum computing: quantum time evolution, quantum optimization
  • Parameter estimation for dynamical systems: nonlinear filtering for chaotic systems, detectability, numerical optimization, large-scale inverse problems  
  • Statistical learning: hidden Markov models, Expectation-Maximization algorithms for closed-loop datasets, Bayesian classifiers  
  • Applications: diffuse optical tomography, vFFR (blood pressure estimation in coronary artery from angiograms), optical flow estimation, full waveform inversion, traffic state estimation

Research Experience

Publications

Patents

Projects

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Subgraph Isomorphism

A quantum algorithm for the sub-graph isomorphism problem.
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Fluorescence-based Digital Surgery Decision Support

Analyzing and visualizing differences in blood flow patterns, made visible with fluorescent dyes and multispectral imaging.

Blog posts

Top collaborators

JB
Jannis Born

Jannis Born

Research Scientist in AI for Scientific Discovery
GJ
Gavin Jones

Gavin Jones

Research Manager - Quantum Computational Science