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Department of Applied Mathematics and Theoretical Physics

 

I moved to the Department of Mathematical Sciences at the University of Bath. This is my new department web page. My personal web page is yury-korolev.gitlab.io.

 

Research Interests

Inverse Problems, Variational Methods, Mathematical Imaging, Mathematics of Machine Learning

Teaching

I taught Introduction to Nonlinear Spectral Analysis in Lent term 2021/2022 and Inverse Problems in 2018/2019, 2019/2020 and 2020/2021.

Personal Web Page

NB: the list of publications below is generated automatically and may be incomplete. For an up-to-date list and more details about my research and teaching please visit my personal web page yury-korolev.gitlab.io.

 

Publications

A Total Variation Based Regularizer Promoting Piecewise-Lipschitz Reconstructions
M Burger, Y Korolev, CB Schönlieb, C Stollenwerk
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2019)
11603,
485
Convergence rates and structure of solutions of inverse problems with imperfect forward models
M Burger, Y Korolev, J Rasch
– Inverse Problems
(2019)
35,
024006
HPC Implementation of the Multipoint Approximation Method for Large Scale Design Optimization Problems Under Uncertainty
V Toropov, Y Korolev, K Barkalov, E Kozinov, V Gergel
(2018)
296
Image Reconstruction with Imperfect Forward Models and Applications in Deblurring
Y Korolev, J Lellmann
– SIAM Journal on Imaging Sciences
(2018)
11,
197
Design optimization under uncertainty using the multipoint approximation method
YM Korolev, VV Toropov, S Shahpar
– 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference
(2017)
Diffusion tensor imaging with deterministic error bounds
A Gorokh, Y Korolev, T Valkonen
– Journal of Mathematical Imaging and Vision
(2016)
56,
137
Automatic optimizer vs human optimizer for low-order jet noise modelling
YM Korolev, SA Karabasov, VV Toropov
– 21st AIAA/CEAS Aeroacoustics Conference
(2015)
Large-scale CFD optimization based on the FFD parametrization using the multipoint approximation method in an HPC environment
YM Korolev, VV Toropov, S Shahpar
– 16th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference
(2015)
The multipoint approximation method as a parallel optimisation framework for problems with computationally expensive responses
YM Korolev, VV Toropov
– Civil-Comp Proceedings
(2015)
107,
Making use of a partial order in solving inverse problems: II.
Y Korolev
– Inverse Problems
(2014)
30,
085003
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Research Group

Cambridge Image Analysis

Room

F0.14