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Research Interests

Inverse Problems, Variational Methods, Mathematical Imaging, Theoretical Machine Learning

Teaching

I am teaching Introduction to Nonlinear Spectral Analysis in Lent term 2021/2022.

I also taught 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

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
Error Estimation in Ill-Posed Problems in Special Cases
AG Yagola, YM Korolev
(2013)
48,
155
Making use of a partial order in solving inverse problems
Y Korolev, A Yagola
– Inverse Problems
(2013)
29,
095012
On inverse problems in partially ordered spaces with a priori information
YM Korolev, AG Yagola
– Journal of Inverse and Ill-Posed Problems
(2012)
20,
567
Error Estimations in Linear Inverse Problems With a Priori Information
AG Yagola, YM Korolev
– Volume 2: 31st Computers and Information in Engineering Conference, Parts A and B
(2012)
2,
457
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Research Group

Cambridge Image Analysis

Room

F2.07

Telephone

01223 337892