mikhailmalovichko

Mikhail Malovichko

Research Scientist
Center for Computational and Data-Intensive Science and Engineering

Professor: Maxim Fedorov

My research interest is in the general field of inverse problems. My areas of expertise can be categorized into the PDE-based inverse problems, mathematical modeling, imaging methods, optimization, and high-performance computing. So far, I was focused on applications in two fields: geophysics, and medical imaging. Thus, most of my publications lie at the intersection of applied mathematics, geophysical inverse problems, and medical imaging.

Refereed journals

  • M.S. Malovichko, A.V. Tarasov, N.B. Yavich, K.V. Titov, Application of optimal control to inversion of self-potential data: theory and synthetic examples,
    IEEE Transactions on Geoscience and Remote Sensing, (2021),  https://doi.org/10.1109/TGRS.2021.3121538
  • N. Yavich, N. Koshev, M. Malovichko, A. Razorenova, M. Fedorov, Conservative Finite Element Modeling of EEG and MEG on Unstructured Grids, (2021) IEEE Transactions on Medical Imaging,  https://doi.org/10.1109/TMI.2021.3119851
  • N. Yavich, N. Khokhlov, M. Malovichko, M.S. Zhdanov, Contraction operator transformation for the complex heterogeneous Helmholtz equation, (2021) Computers & Mathematics with Applications, 86, pp. 63-72
  • M. Malovichko, N. Koshev, N. Yavich, A. Razorenova, M. Fedorov, Electroencephalographic source reconstruction by the finite-element approximation of the elliptic Cauchy problem, (2021) IEEE Transactions on Biomedical Engineering, 68(6), pp. 1811-1819
  • M. Malovichko, N. Khokhlov, N. Yavich, M. Zhdanov, Incorporating known petrophysical model in the seismic full-waveform inversion using the Gramian constraint, (2020) Geophysical Prospecting, 68 (4), pp. 1361-1378.
  • N. Yavich, M. Malovichko, A. Shlykov, Parallel simulation of audio-and radio-magnetotelluric data, (2020) Minerals, 10 (1), art. no. 42.
  • N. Koshev, N. Yavich, M. Malovichko, E. Skidchenko, M. Fedorov, FEM-based Scalp-to-Cortex EEG data mapping via the solution of the Cauchy problem, (2020) Journal of Inverse and Ill-Posed Problems,  28(4).
  • M. Malovichko, I. Petrov, On numerical solution of joint inverse geophysical problems with structural constraints, (2020) Computer Research and Modeling, 12(2), pp. 329–343
  • M. Malovichko, A. Tarasov, N. Yavich, M. Zhdanov, Mineral exploration with 3-D controlled-source electromagnetic method: A synthetic study of Sukhoi Log gold deposit, (2019) Geophysical Journal International, 219 (3), pp. 1698-1716.
  • M. Malovichko, N. Khokhlov, N. Yavich, M. Zhdanov,  Acoustic 3D modeling by the method of integral equations, (2018) Computers and Geosciences, 111, pp. 223-234.
  • M. Malovichko, N. Khokhlov, N. Yavich, M. Zhdanov,  Approximate solutions of acoustic 3D integral equation and their application to seismic modeling and full-waveform inversion, (2017) Journal of Computational Physics, 346, pp. 318-339.
  • M. Malovichko, N. Khokhlov, N. Yavich, M. Zhdanov, Parallel algorithm for 3D modeling of monochromatic acoustic field using integral equations,(2016) Supercomputing Frontiers and Innovations, 3 (4), pp. 74-78.

Patents

  • A.Tulupov, E. Lisitsyn, V. Kyasper, A. Petrov, M. Malovichko, Method for marine electrical survey of oil-and-gas deposits: patent USA 8076942, application no.201000226205; US classification:324/365, 324/362, 324/357; international classification: G01V3/02;publication date:09.09.2010; issue date 13.12.2011.

Conferences

  • M. Malovichko, A. Orazbayev, N. Yavich, N. Khokhlov, A Novel Approach to Newtonian Full-Wave Inversion, (2021) EAGE Geomodel 2021
  • M. Malovichko, N. Yavich, Y. Kravets, A. Shlykov, Fast Finite-difference Audiomagnetotelluric Simulation, (2020) EAGE Near-Surface Geosciences
  • A. Gordov, N. Khokhlov, M. Malovichko, GPU-accelerated integral-equation seismic simulation, (2020) Russian Supercomputer Days
  • A. Razorenova, N. Yavich, M. Malovichko, M. Fedorov, N. Koshev, D. Dylov, Deep Learning for Non-Invasive Cortical Potential Imaging, (2020) Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology
  • N. Yavich, M. Malovichko, M. Zhdanov, Towards efficient finite-element EM modeling on hexahedral grids, (2019) 81st EAGE Conference and Exhibition
  • M. Malovichko, A. Tarasov, N. Yavich, M. Zhdanov, Comparing the effectiveness of CSEM, CSAMT, and DC methods on a 3D model of gold deposit, (2019) 81st EAGE Conference and Exhibition
  • M. Malovichko, N. Yavich, N. Khokhlov, M. Zhdanov, On the optimal strategy of three-dimensional inversion of low-frequency electromagnetic data, (2018) EAGE Conference on Geophysics for Mineral Exploration and Mining
  • M. Malovichko, N. Yavich, N. Khokhlov, M. Zhdanov, The Gramian constraint for incorporating a priori geoelectrical model into seismic full-waveform inversion, (2018) EAGE Conference on Geophysics for Mineral Exploration and Mining
  • N. Yavich, M. Malovichko, N. Khokhlov, M. Zhdanov,Preconditioning the time-harmonic acoustic wave equation based on a special contraction operator transformation, (2018)  EAGE Conference on Geophysics for Mineral Exploration and Mining
  • M. Malovichko, N. Khokhlov, N. Yavich, M. Zhdanov, Parallel integral equation method and algorithm for 3D seismic modelling, (2017) 79th EAGE Conference and Exhibition
  • N. Yavich, M. Malovichko, N. Khokhlov, M. Zhdanov, Advanced method of FD electromagnetic modeling based on contraction operator,(2017) 79th EAGE Conference and Exhibition
  • M. Malovichko, N. Yavich, M. Zhdanov, Integrating electrical conductivity in 3D seismic inversion with Gramian constraints, (2017) 79th EAGE Conference and Exhibition
  • M. Malovichko, N. Khokhlov, N. Yavich, M. Zhdanov, Quasi-analytical approximation for acoustic 3D full-waveform inversion,(2016) EAGE Conference on Geophysics for Mineral Exploration and Mining
  • M. Malovichko, N. Khokhlov, N. Yavich, I. Petrov, Applicability of the method of integral equations to three-dimensional seismic inverse problems, (2016) EAGE Geomodel 2016
  • M. Malovichko, N. Khokhlov, N. Yavich, M. Zhdanov,Quasi-Analytical approximation for acoustic 3D full-waveform inversion,(2016) 22nd European Meeting of Environmental and Engineering Geophysics
  • N. Khokhlov, N. Yavich, M. Malovichko, I. Petrov,Solution of Large-scale Seismic Modeling Problems, (2015) Procedia Computer Science, 66, pp. 191-199.
  • D. Daudina, M. Malovichko, N. Myasoedov, A. Nikishin, E. Poludetkina, S. Tikhotskiy, M. Tokarev, Joint inversion of multi-type geophysical and geochemical data for hydrocarbon systems exploration at sea shelf, (2014) 6th Saint Petersburg International Conference and Exhibition on Geosciences, pp. 825-829.