Sergiy Zhuk  Sergiy Zhuk photo         

contact information

Research staff member and Master Inventor
Dublin Research Lab, Ireland
  +353dash18269451

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2020

Using Contrast Motion to Generate Patient Specific Blood Flow Simulations during Invasive Coronary Angiography
Sergiy Zhuk, Olivia Smith, Vikas Thondapu, Kerry Halupka, Stephen Moore
Journal of Biomechanical Engineering-transactions of The Asme 142(2), 2020
physics, hemodynamics, computational fluid dynamics, boundary value problem, blood flow, biomedical engineering, angiography

Detectability Analysis and Observer Design for Linear Time Varying Systems
Markus Tranninger, Richard Seeber, Sergiy Zhuk, Martin Steinberger, Martin Horn
IEEE Control Systems Letters, pp. 331-336, 2020
Abstract   time complexity, observer, mathematics, lyapunov exponent, exponential convergence, computer simulation, computational complexity theory, applied mathematics


2019

On Practical Fixed-Time Convergence for Differential Riccati Equations
Sergiy Zhuk, Andrey Polyakov
2019
Abstract   observer, observability, matrix, mathematics, lyapunov exponent, hyperbolic partial differential equation, discretization, differential equation, convergence, applied mathematics

Efficient Uncertainty Quantification of Reservoir Properties for Parameter Estimation and Production Forecasting
Sean A. McKenna, Albert Akhriev, David Echeverria Ciaurri, Sergiy Zhuk
Mathematical Geosciences, 1-19, 2019
Abstract   variogram, uncertainty quantification, statistics, spatial variability, soil science, sampling, prediction interval, mathematics, kriging, gaussian, estimation theory

Localised sequential state estimation for advection dominated flows with non-Gaussian uncertainty description
Emanuele Ragnoli, Mykhaylo Zayats, Fearghal ODonncha, Sergiy Zhuk
Journal of Computational Physics387, 356-375, 2019
Abstract   pointwise, minimax, mathematics, mathematical analysis, kalman filter, initial value problem, gaussian, errors in variables models, bounding overwatch, bounded function



2018

Using Observed Contrast Motion During Cardiac Catheterization to Tune Patient Specific Coronary Blood Flow Simulations
Stephen Moore, Olivia Smith, Kerry Halupka, Sergiy Zhuk
2018 Computing in Cardiology Conference (CinC)
medicine, internal medicine, cardiology, cardiac catheterization, blood flow

Towards Real-Time 3D Coronary Hemodynamics Simulations During Cardiac Catheterisation
Stephen Moore, Kerry Halupka, Sergiy Zhuk
2018 Computing in Cardiology Conference (CinC)
medicine, internal medicine, hemodynamics, cardiology, cardiac catheterisation

A detectability criterion and data assimilation for nonlinear differential equations
Jason Frank, Sergiy Zhuk
Nonlinearity 31(11), 5235-5257, 2018
Abstract   ordinary differential equation, nonlinear system, matrix, mathematics, mathematical optimization, mathematical analysis, lyapunov exponent, exponential growth, differential equation, data assimilation, attractor

On the identification of biochemical systems from intermittent and noisy data
Giovanni Russo, Sergiy Zhuk
2018 IEEE Conference on Decision and Control (CDC), pp. 3038-3043
Abstract   system identification, noisy data, minimax, mathematical optimization, electronic circuit, computer science, algorithm

Asymptotic Output-Feedback Stabilization of Linear Evolution Equations with Uncertain Inputs via Equivalent Control Method
Jonathan P. Epperlein, Orest V. Iftime, Sergiy Zhuk, Andrey Polyakov
2018 IEEE Conference on Decision and Control (CDC), pp. 6222-6227
Abstract

Robust State Estimation for Linear Time Varying Lateral Vehicle Dynamics with Unknown Road Curvature
Markus Tranninger, Martin Steinberger, Leonid M. Fridman, Martin Horn, Sergiy Zhuk
2018 15th International Workshop on Variable Structure Systems (VSS), pp. 384-389
Abstract   vehicle dynamics, time complexity, robustness, observer, observability, mathematics, curvature, control theory

Bayesian Classifier for Route Prediction with Markov Chains
Jonathan Epperlein, Julien Monteil, Mingming Liu, Yingqi Gu, Sergiy Zhuk, Robert Shorten
Intelligent Transportation Systems (ITSC), 2018 IEEE 21st International Conference on

Sliding Mode Tangent Space Observer for LTV Systems with Unknown Inputs
Markus Tranninger, Sergiy Zhuk, Martin Steinberger, Leonid M. Fridman, Martin Horn
2018 IEEE Conference on Decision and Control (CDC), pp. 6760-6765
Abstract   time complexity, tangent space, observer, control theory, computer simulation, computer science


2017

Dynamic cloud motion forecasting from satellite images
Sergiy Zhuk, Tigran T. Tchrakian, Albert Akhriev, Siyuan Lu, Hendrik F. Hamann
2017 IEEE 56th Annual Conference on Decision and Control (CDC), pp. 3107-3112
Abstract   vector field, parametric model, optical flow, optical depth, nonlinear optics, mathematical optimization, geostationary orbit, geodesy, fluid dynamics, convection diffusion equation, computer science

Solutions of differential-algebraic equations as outputs of LTI systems: Application to LQ control problems
Mihaly Petreczky, Sergiy Zhuk
Automatica 84(84), 166-173, 2017
Abstract   ordinary differential equation, optimal control, matrix, mathematics, mathematical optimization, lti system theory, differential algebraic equation, control theory

Where computer vision can aid physics: dynamic cloud motion forecasting from satellite images
Zhuk, Sergiy and Tchrakian, Tigran and Akhriev, Albert and Lu, Siyuan and Hamann, Hendrik
arXiv preprint arXiv:1710.00194, 2017
Abstract

Learning Markov Models from Closed Loop Data-sets
Epperlein, Jonathan and Shorten, Robert and Zhuk, Sergiy
arXiv preprint arXiv:1706.06359, 2017
Abstract

A detectability criterion and data assimilation for non-linear differential equations
Frank, Jason and Zhuk, Sergiy
arXiv preprint arXiv:1711.05039, 2017
Abstract

Exponentially convergent data assimilation algorithm for Navier-Stokes equations
Zhuk, Sergiy and Tchrakian, Tigran T and Frank, Jason
American Control Conference (ACC), 2017, pp. 3249--3256
Abstract

A Fast Distributed Data-Assimilation Algorithm for Divergence-Free Advection
Tchrakian, Tigran and Zhuk, Sergiy
arXiv preprint arXiv:1707.07316, 2017
Abstract

Solutions of differential--algebraic equations as outputs of LTI systems: Application to LQ control problems
Petreczky, Mih{\'a}ly and Zhuk, Sergiy
Automatica84, 166--173, Elsevier, 2017
Abstract

Sliding Mode Control Design for Linear Evolution Equations with Uncertain Measurements and Exogenous Perturbations
Zhuk, Sergiy and Polyakov, Andrey and Nakonechnyi, Olexander
20th IFAC World Congress, 2017
Abstract


2016

On Source-Term Parameter Estimation for Linear Advection-Diffusion Equations with Uncertain Coefficients
Zhuk, Sergiy and Tchrakian, Tigran T and Moore, Stephen and Ordón͂ez-Hurtado, Rodrigo and Shorten, Robert
SIAM Journal on Scientific Computing 38(4), A2334--A2356, SIAM, 2016
Abstract

Filter comparison for estimation on discretized PDEs modeling traffic: Ensemble Kalman Filter and minimax filter
Seo, Toru and Tchrakian, Tigran T and Zhuk, Sergiy and Bayen, Alexandre M
Decision and Control (CDC), 2016 IEEE 55th Conference on, pp. 3979--3984
Abstract

A Multi-scale Approach to Acoustic Full Waveform Inversion in 2D
Akhriev, A and Moore, S and Zhuk, S
78th EAGE Conference and Exhibition 2016-Workshops
Abstract

Worst-case multi-objective error estimation and adaptivity
van Brummelen, EH and Zhuk, S and van Zwieten, GJ
arXiv preprint arXiv:1604.04541, 2016
Abstract

Note on Minimax Sliding Mode Control Design for Linear Systems
Zhuk, Sergiy and Polyakov, Andrey and Nakonechnyi, Olexander
IEEE Transactions on Automatic Control, IEEE, 2016
Abstract

Minimax Observers for Linear Differential-Algebraic Equations
Zhuk, Sergiy and Petreczky, Mihaly
IEEE Transactions on Automatic Control, IEEE, 2016
Abstract

Minimax observer for sliding mode control design
Zhuk, Sergiy and Polyakov, Andrey
Recent Trends in Sliding Mode Control, 119, IET, 2016


2015

A Macroscopic Traffic Data-Assimilation Framework Based on the Fourier-Galerkin Method and Minimax Estimation
Tigran T. Tchrakian, Sergiy Zhuk
IEEE Transactions on Intelligent Transportation Systems 16(1), 452-464, 2015
Abstract   traffic flow, projection method, minimax, mathematics, mathematical optimization, hyperbolic partial differential equation, galerkin method, ensemble kalman filter, discretization, data assimilation

General Optimization Framework for Robust and Regularized 3D Full Waveform Inversion
Becker, Stephen and Horesh, Lior and Aravkin, Aleksandr and Zhuk, Sergiy
arXiv preprint arXiv:1504.04677, 2015
Abstract

A macroscopic traffic data-assimilation framework based on the Fourier--Galerkin method and minimax estimation
Tchrakian, Tigran T and Zhuk, Sergiy
IEEE Transactions on Intelligent Transportation Systems 16(1), 452--464, IEEE, 2015
Abstract

Localised filtering for transport models
Ragnoli, Emanuele and Zhuk, Sergiy and Zayats, Mykhaylo and Hartnett, Michael
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on, pp. 449--454

Output-based sliding mode control design for linear plants with multiplicative disturbances: The minimax approach
Zhuk, Sergiy and Polyakov, Andrey
Control Conference (ECC), 2015 European, pp. 277--282

Shock Capturing Data Assimilation Algorithm for 1D Shallow Water Equations
Seshu Tirupathi, Tigran Tchrakian, Sergiy Zhuk, Sean McKenna
Advances in Water Resources, 2015

Parked Cars and Riccati Equations
S.Zhuk, R.Shorten, T.Tchrakian, S.Moore and R.Ordonez
17th Yale Workshop on Adaptive and Learning Systems, Yale University, 2015



General Optimization Framework for Robust and Regularized 3D FWI
S.R. Becker, L. Horesh, A. Aravkin, E. van den Berg and S. Zhuk
European Association of Geoscientists & Engineers, 2015

Semi-Discrete Matrix-Free Formulation of 3D Elastic Full Waveform Inversion Modeling
Stephen Moore, Devi Sudheer Chunduri, Sergiy Zhuk, Tigran Tchrakian, Ewout van den Berg, Albert Akhriev, Alberto Costa Nogueira Junior, Andrew Rawlinson, Lior Horesh
EuroPar 2015

Source estimation for Wave Equations with uncertain parameters
Sergiy Zhuk, Stephen Moore, Alberto Costa Nogueira Junior, Andrew Rawlinson, Tigran Tchrakian, Lior Horesh, Aleksandr Aravkin and Albert Akhriev
European Control Conference, 2015

Data assimilation for linear parabolic equations: minimax projection method
Zhuk, Sergiy and Frank, Jason and Herlin, Isabelle and Shorten, Robert
SIAM Journal on Scientific Computing 37(3), A1174--A1196, SIAM, 2015
Abstract



2014

Symplectic M{"o}bius integrators for LQ optimal control problems
Frank, Jason and Zhuk, Sergiy
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on, pp. 6377--6382
Abstract

Parked cars as a service delivery platform
Cogill, Randall and Gallay, Olivier and Griggs, Wynita and Lee, Chungmok and Nabi, Zubair and Ordonez, Rodrigo and Rufli, Martin and Shorten, Robert and Tchrakian, Tigran and Verago, Rudi and others
Connected Vehicles and Expo (ICCVE), 2014 International Conference on, pp. 138--143


Gaussian Process Based Optimal Seismic Experimental Design
Michael Gelbart, Aleksandr Aravkin, Lior Horesh, Sergiy Zhuk
SEG workshop on full wave inversion, 2014

Robust source estimation for elastic wave equations
Sergiy Zhuk, Steve Moore, James Korte, Andrew Rawlinson, Tigran Tchrakian, Lior Horesh, Aleksandr Aravkin
SEG workshop on FWI, 2014


Symplectic Mobius integrators for LQ optimal control problems
J. Frank and S. Zhuk
IEEE Decision and Control Conference , 2014


A Macroscopic Traffic Data Assimilation Framework Based on Fourier-Galerkin Method and Minimax Estimation
Tigran T. Tchrakian and Sergiy Zhuk
IEEE Intelligent transportation systems , IEEE, 2014
Abstract   (special issue)

Infinite horizon optimal control and stabilizability for linear descriptor systems
Mihaly Petreczky and Sergiy Zhuk
preprint, 2014
Abstract

A Spectral Element Solution of the Wave Equation in 3D
Sergiy Zhuk, Steve Moore, James Korte, Andrew Rawlinson, Tigran Tchrakian, Lior Horesh, Aleksandr Aravkin
SEG workshop on FWI, 2014


2013

State estimation for linear parabolic equations: the minimax projection method
Zhuk, Sergiy and Frank, Jason and Herlin, Isabelle and Shorten, RN
2013 - pdfs.semanticscholar.org, submitted
Abstract

A 3D Optimal Interpolation Assimilation Scheme of HF Radar Current Data into a Numerical Ocean Model
Ragnoli, Emanuele and Zhuk, Sergiy and Donncha, Fearghal O and Suits, Frank and Hartnett, Michael
EGU General Assembly Conference Abstracts, pp. 7267, 2013
Abstract

Minimax filtering for sequential aggregation: Application to ensemble forecast of ozone analyses
Mallet, Vivien and Nakonechny, Alexander and Zhuk, Sergiy
Journal of Geophysical Research: Atmospheres 118(19), Wiley Online Library, 2013
Abstract

Infinite horizon optimal control and stabilizability of linear descriptor systems
Petreczky, Mihaly and Zhuk, Sergiy and Douai, France
arXiv preprint arXiv:1312.7547, 2013

Infinite horizon control and minimax observer design for linear daes
Zhuk, Sergiy and Petreczky, Mihaly
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on, pp. 7004--7009

Minimax Observers for Linear DAEs
Sergiy Zhuk and Mihaly Petreczky
preprint, 2013
Abstract   submitted

Parameter identification and state estimation for linear parabolic equations
Sergiy Zhuk
Stochastic Modelling of Multiscale Systems, 2013
Abstract

3D Optimal Interpolation Assimilation Scheme of HF Radar Current Data into a Numerical Ocean Model
Ragnoli, Emanuele; Zhuk, Sergiy; Donncha, Fearghal O.; Suits, Frank; Hartnett, Michael
EGU General Assembly , 2013

A Macroscopic Traffic Data Assimilation Framework Based on Fourier-Galerkin Method and Minimax Estimation
Tigran T. Tchrakian and Sergiy Zhuk
IEEE Intelligent transportation systems, 2013

Infinite horizon control and observer design for linear DAEs
Sergiy Zhuk and Mihaly Petreczky
IEEE Decision and Control Conference, ieeexplorer.ieee.org, 2013

Minimax projection method for linear evolution equations
Sergiy Zhuk
IEEE Decision and Control Conference , ieeexplorer.ieee.org, 2013

Minimax filtering for sequential aggregation: application to ensemble forecast of ozone analysis
Vivien Mallet, Alexander Nakonechny and Sergiy Zhuk
Journal of Geophysical Research, 2013



2012

Ensemble forecast of analyses with uncertainty estimation
Vivien Mallet, Gilles Stoltz, Sergiy Zhuk, Alexander Nakonechniy
2012
Abstract   statistics, minimax, kalman filter, forecast verification, forecast skill, ensemble learning, ensemble forecasting, econometrics, data assimilation, consensus forecast, computer science

Minimax optical flow estimation from a sequence of 2D images
Herlin, Isabelle and Nakonechnyi, Olexander and Zhuk, Sergiy
XX International Conference on Problems of Decision Making under Uncertainties (PDMU), 2012
Abstract

Minimax estimates for linear differential-algebraic equations
Sergiy Zhuk
NUMDIFF-13, 2012

An optimal interpolation scheme for assimilation of HF radar current data into a numerical ocean model
Emanuele Ragnoli, Sergiy Zhuk, Fearghal O'Donncha, Frank Suits, Michael Hartnett
Oceans, 2012, pp. 1--5

Divergence-Free Motion Estimation
Isabelle Herlin, Dominique Bereziat, Nicolas Mercier, Sergiy Zhuk
Lecture Notes in Computer Science: Computer Vision ECCV12, pp. 15-27, Springer, 2012

Surface flow dynamics within an exposed wind-driven bay: Combined HF radar observations and model simulations
Fearghal O Donncha, Emanuele Ragnoli, Sergiy Zhuk, Frank Suits, Michael Hartnett
Oceans, 2012, pp. 1--8



2011

LEARNING REDUCED MODELS FOR MOTION ESTIMATION ON OCEAN SATELLITE IMAGES
Isabelle, Herlin and Dominique, B{\'e}r{\'e}ziat and Karim, Drifi and Sergiy, Zhuk
Экологическая безопасность прибрежной и шельфовой зон моря2, 66--78, Федеральное государственное бюджетное учреждение науки Морской гидрофизический институт РАН, 2011
Abstract

Inverse problems for linear ill-posed differential-algebraic equations with uncertain parameters
Zhuk, Sergiy
Discrete Contin. Dyn. Syst, 1467--1476, 2011
Abstract

Inverse problems for linear ill-posed equations with uncertain parameters
Sergiy Zhuk
Dynamical Systems, Differential Equations and Applications, AIMS, 2011

Reduced minimax filtering by means of differential-algebraic equations
Vivien Mallet and Sergiy Zhuk
PhysCon , 2011


2010

Inverse problems for ill-posed linear differential-algebraic equations with variable coefficients
Sergiy Zhuk
Int. Workshop on Operator theory and Applications , TU Berlin, 2010

Reduced minimax state estimation
Vivien Mallet and Sergiy Zhuk
Technical Report RR-7500, INRIA, 2010



2009

Recursive state estimation for non-causal discrete-time linear descriptor systems
Sergiy Zhuk
IFAC Conference on Control Applications of Optimization, 2009



2008

Recursive state estimation for non-causal discrete-time descriptor systems with uncertain parameters
Sergiy Zhuk
CDDEA2008

State estimation for dynamic system described by linear equation with closed operator in Hilbert space
Sergiy Zhuk
Differential Equations and Topology, 2008


2007

On some properties of linear mapping induced by linear descriptor differential equation
Sergiy Zhuk
Modern analysis and applications, 2007



2006

Minimax estimates for linear differential-algebraic equations
Sergiy Zhuk
Doctoral dissertation, Taras Shevchenko University of Kyiv, 2006


2005

Minimax estimation for linear descriptor differential equations
Sergiy Zhuk
Journal of Applied and Computational Mathematics, Springer, 2005


2004

Minimax estimation of solutions of systems of linear algebraic equations with singular matrices
Sergiy Zhuk
J. of Automation and Information Science , Begell House, 2004


2003