Dmitry A. Lyakhov, PhD
Curriculum Vitae
Contact / WWW
Academic Email: dmitry.lyakhov@kaust.edu.sa
Personal WWW:http://www.lyakhov.com/
Visual Computing Center (KAUST):http://vcc.kaust.edu.sa/
About
Dmitry Lyakhov is a Research Scientist in the Visual Computing Center. Before, he was a Postdoctoral Researcher in the Group of Algebraic and Quantum Computations and a Lecturer at the Belarusian State University. He was graduated with his Ph.D. in mathematics and M.Sc. in theoretical physics at the Belarusian State University. He is also an alumnus of the National Academy of Sciences of Belarus and visiting scholar of von Karman Institute for Fluid Dynamics. His research comprises algebraic algorithms, mathematical modeling, symbolic computations and theoretical aspects of visual computing. In industrial context he was working on development of rigorous algorithmics for robust mesh generation in computational fluid dynamics (at Numeca International). Additionally, in 2018 he obtained nanodegree in machine learning.
Coordinator of KAUST-Belarus academic exchange program: read about program and conditions
Honors and Awards
ACM SIGSAM Award (2017)
Visiting Professor of Belarusian State University
Graduation with Distinction from Belarusian State University (2009)
Selected Talks
Deep Learning for Computational Physics (July 4-6, 2023), University College London, London, UK
SIGGRAPH Asia (Dec 6-9, 2022), Daegu, South Korea
International Workshop on Computer Algebra in Scientific Computing (Sep 14-18, 2020), Linz, Austria (virtual event)
International Workshop on Computer Algebra in Scientific Computing (Aug 26-30, 2019), Moscow, Russia
World Congress on Computational Mechanics (July 22-27, 2018), New York, US
Conference on Applications of Computer Algebra (June 18-22, 2018), Santiago de Compostela, Spain
Kolchin Seminar in Differential Algebra (May 4, 2018), City University of New York, USA
International Seminar on Differential, Difference, and Algebraic Systems with Applications (Jan 29-31, 2018), Nanning, China
Polynomial Computer Algebra (Apr 16-21, 2018), Euler International Mathematical Institute, St. Petersburg, Russia
Workshop on Differential Algebra and Polynomial Systems Solving (Sept 22-23, 2017), Key Laboratory of Mathematics Mechanization, Beijing, China
International Workshop on Computer Algebra in Scientific Computing (Sept 18-22, 2017), Academy of Mathematics and System Sciences, Beijing, China
International Conference on Symmetries, Differential Equations and Applications (Aug 14-17, 2017), Technical University of Istanbul, Istanbul, Turkey
International Symposium on Symbolic and Algebraic Computation (Jul 25-28, 2017), Technical University of Kaiserslautern, Kaiserslautern, Germany
Foundations of Computational Mathematics (Jul 10-19, 2017), University of Barcelona, Barcelona, Spain
United Arab Emirates Math Day (Mar 11, 2017), University of Sharjah, Sharjah, UAE
International Workshop on Computer Algebra in Scientific Computing (Sept 19-23, 2016), University of Bucharest, Bucharest, Romania
Seminar on Computer Algebra, Moscow State University (Nov 18, 2015), Moscow, Russia
Selected Publications
Quad Mesh Mechanisms
ACM Transactions on Graphics, SIGGRAPH Asia, ACM (2024)
Flexible Kokotsakis Meshes with Skew Faces: Generalization of the Orthodiagonal Involutive Type
Computer-Aided Design, Elsevier (2024): watch it on YouTube
Recognizing the Shape and Size of Tundra Lakes in Synthetic Aperture Radar (SAR) Images Using Deep Learning Segmentation
Remote Sensing, MDPI (2023)
Statistical Mechanics in Climate Emulation: Challenges and Perspectives
Environmental Data Science, Cambridge University Press (2022)
On the Algorithmic Linearizability of Nonlinear Ordinary Differential Equations
Journal of Symbolic Computation, Elsevier (2020)
On the Consistency Analysis of Finite Difference Approximations
Journal of Mathematical Sciences, Springer (2019)
Teaching Activities
AMCS Advanced Computational Physics (Assistant)
AMCS Fourier and Wavelet Theory (Assistant)
Memberships
Foundations of Computational Mathematics
Reviewer of ISSAC, CASC and SIGGRAPH
CASC Publicity Chair
Weekend travels in Saudi Arabia -> Photos