Dr. Andrii Gakhov

Mathematician and Software Engineer.
Ph.D. in Mathematical Modelling.

       

Completed MOOC, Training and Workshops

  • Introduction to Natural Language Processing
    MOOC, Coursera, Fall 2015 by Prof. Dragomir Radev, University of Michigan

  • CS190.1x: Scalable Machine Learning
    MOOC, edX, Summer 2015 by Prof. Ameet Talwalkar et al., University of California, Berkeley

  • Pattern Discovery in Data Mining
    MOOC, Coursera, Spring 2015 by Prof. Jiawei Han, University of Illinois at Urbana-Champaign

  • Machine Learning
    MOOC, Coursera, Spring 2014 by Prof. Andrew Ng, Standford University

  • Computing for Data Analysis
    MOOC, Coursera, Winter 2014 by Dr. Roger, D. Peng et al., John Hopkins University

  • 1-day Apache Spark Workshop
    Workshop at Strata+Hadoop World 2014, Barcelona, Nov 2014 by Databricks

  • 3-day Elasticsearch Training
    Training, Berlin, Jan 2013 by Elasticsearch

  • Introduction to Databases
    MOOC, Stanford Online, Fall 2012 by Prof. Jennifer Widom, Standford University

Some Papers

  • Success of Software Diversity in Systems Development and Developer's Personal Characteristics: Conceptual Model / N. V. Varlamova, A. V. Gakhov, V. O. Mishchenko // Volyn Mathematical Bulletin. - 2014. - № 11. Series ''Applied Mathematics'', Issue 20. – P.190-206. (in russian)
  • [Book Chapter]   A. Gakhov   ''Mathematical methods in Operation Research'' in Introduction to methods of software solutions. Textbook., edited by Prof. V. Kuklin, V. Karazin Kharkov National University, Kharkov, 2011, Ch.8 (in russian) {download}
  • Parallel modification scheme for computer modeling systems that use discrete singularities methods / A. V. Gakhov, V. O. Mishchenko // Radioelectronic and Computer Systems. – 2010. – №6. – P.143-147. {download}
  • Computer modeling of 3D diffraction in a plane-parallel medium: experience of the DSM using the expanded programs method / A.V. Borovinskii, A. V. Gakhov, V. O. Mishchenko // Bulletin of V. Karazin Kharkov National University. - 2009. - № 863. Series ''Mathematical Modelling. Information Technology. Automated Control Systems'', Issue 12. – P.21-35. (in russian) {download}
  • Mathematical models and computational experiment in 3D problems of acoustic diffraction on flatness structures / A. Gakhov // Zaporizhzhya National University Herald. - 2008. - Series "Mathematics and natural sciences", Issue 1. – P.26-35. (in russian) {download}
  • A Mathematical model search for analyzes of the relation between types of computational programs / A. V. Gahov, V. O. Mishchenko // Radioelectronic and Computer Systems. – 2008. – №6 (33). – P.214-218. (in russian) {download}
  • Numerical research of a scalar waves scattering by a flat screen on the boundary layer in halfspace above a hard plane / A. Gakhov // Bulletin of V. Karazin Kharkov National University. - 2007. - № 780. Series ''Mathematical Modelling. Information Technology. Automated Control Systems'', Issue 8. – P.79-93. (in russian) {download}
  • The validation of the software that was developed for calculations related to the design of antennas / A. V. Gahov, V. O. Mishchenko // Radioelectronic and Computer Systems. – 2007. – №6 (25). – P.180-185. {download}
  • Mathematical modeling of acoustic waves scattering on a hard screen in a layered inhomogeneous halfspace / A. Gakhov // Bulletin of V. Karazin Kharkov National University - 2007. - № 775. Series ''Mathematical Modelling. Information Technology. Automated Control Systems'', Issue 7. – P.92-98. (in russian) {download}
  • 3D model of the Discrete Singularity Method for scalar waves scattering by a screen lying on a border media / A.V.Gakhov, V.O.Mishchenko // Bulletin of Kherson National Technical University. - 2006. - № 2(25). – P.135-140. (in russian)
  • Effectiveness of DSM calculations in the scalar problem of 3-dimensional diffraction on a screen lying in a plane between media / A. Gakhov // Bulletin of V. Karazin Kharkov National University. - 2006. - № 733. Series ''Mathematical Modelling. Information Technology. Automated Control Systems'', Issue 6. – P.76-91. (in russian) {download}
  • Computational experiment based on numerical solving of the hypersingular integral equation for rectangle domain / A.V.Gakhov, V.O.Mishchenko // Bulletin of V. Karazin Kharkov National University. - 2003. - № 590. Series ''Mathematical Modelling. Information Technology. Automated Control Systems'', Issue 1. – P.84-91. (in russian)

Education

Ph.D. in Mathematical Modeling and Numerical Methods (2009)
A.N. Podgorny Institute for Mechanical Engineering Problems National Academy of Sciences of Ukraine

  • Thesis Topic: Discrete singularity method and computer tools for modeling of diffraction of acoustic wave on three-dimensional plane-parallel structures. Thesis (full) | Thesis (summary) | Thesis (eng. abstract)
  • Area of Study: Mathematical Modeling and Numerical Methods
  • Keywords:   mathematical modeling   Discrete Singularities Method   pseudodifferential and hypersingular integral equations   diffraction
  • Advisor: Assoc. prof. Victor O. Mishchenko
  • Co-advisor: Prof. Yuriy V. Gandel

M.S. with Honors (2003)
Dept. of Mathematical Modeling and Software, Faculty of Mathematics and Mechanics

  • Thesis Topic: Organization and analysis of the results of computational experiments based on the DSM in the problem of diffraction on a flat screen.
  • Area of Study: Applied Mathematics
  • Advisor: Assoc. prof. Victor O. Mishchenko

B.S. with Honors (2002)
Dept. of Mathematical Modeling and Software, Faculty of Mathematics and Mechanics

  • Thesis Topic: A solution of the diffraction of acoustic waves on a stripline obstacle using the Discrete Singularities Method.
  • Area of Study: Applied Mathematics
  • Advisor: Assoc. prof. Victor O. Mishchenko

Academic Experience

V.N. KARAZIN KHARKOV NATIONAL UNIVERSITY, KHARKOV, UKRAINE

  • Associate Professor, Sept. 2013 - Feb. 2015
    Dept. of Artificial Intelligence and Software
    • Data Mining
    • seminar "Modern software development"
  • Associate Professor, Jun. 2009 - Dec. 2010
    Dept. of Artificial Intelligence and Software
    • Numerical methods in informatics
    • Mathematical methods of operation research
    • Object-oriented programming in C++
  • Senior Lecturer, Sep. 2006 - May 2009
    Dept. of Artificial Intelligence and Software
    • Numerical methods in informatics
    • Mathematical methods of operation research
    • Special functions of mathematical physics
  • Teaching assistant, Sep. 2004 - Aug. 2006
    Dept. of Artificial Intelligence and Interactive Systems
    • Parallel programming
  • Teaching assistant, Sep. 2004 - Aug. 2006
    Dept. of Mathematic Modeling and Software
    • Object-oriented programming in C++

KHARKOV NATIONAL AUTOMOBILE AND HIGHWAY UNIVERSITY, KHARKOV, UKRAINE

  • Teacher-trainee, Sep. 2004 - Jun. 2006
    Dept. of Higher Mathematics
    • Probability Theory
    • Higher Mathematics