ivanoseledets

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Ivan Oseledets

Ivan is an Associate Professor at Skoltech since August 2013, where he is a leader of the Scientific Computing Group. He worked at the Institute of Numerical Mathematics of the Russian Academy of Sciences from 2003, from 2013 – part time. Ivan’s research focuses on the development breakthrough numerical techniques (matrix and tensor methods) for solving a broad range of high-dimensional problems.

The main tools are linear algebra, singular value decomposition, low rank approximation of tensors. It involves beautiful math, but has a big programming/software development component. The numerical treatment of high-dimensional problems is notoriously difficult due to the curse of dimensionality: the complexity grows exponentially with the number of indices. High-dimensional problems appear in physics, chemistry, biology and still keep coming. The quest is to find something common that unites different numerical methods for high-dimensional problems. And tensors and their decompositions are one of the most promising approaches.

Ivan is the author of more than 40 published/accepted papers in high profile numerical math/computational physics journals, which include SIAM J. Sci. Comput, Computer Physics Communications.

He graduated from the Moscow Institute of Physics and Technology in 2006, defended his Ph.D. thesis in 2007 and “doctor of science” dissertation in 2012 (both from the Institute of Numerical Mathematics)

  • Solution of multidimensional integral and differential equations discretized on fine grids
  • Ab initio computations in quantum chemistry and computational material design
  • Construction of reduced order models for multiparametric systems in engineering
  • Uncertainty quantification in engineering sciences
  • Data mining and compression
  • Gold medal from the Russian Academy of Sciences for best student work in Mathematics (2005)
  • Gold medal from the Russian Academy of Sciences for the best work among young scientists in Mathematics, joint with D. V. Savostyanov (2010)
igorostanin
Igor Ostanin
Research Scientist
georgeovchinnikov
George Ovchinnikov
Research Scientist
glebryzhakov
Gleb Ryzhakov
Research Scientist
sergeymatveev
Sergey Matveev
Junior Research Scientist
maksimrakhuba
Maksim Rakhuba
Junior Research Scientist
tarasvasilyev
Taras Vasiliev
Junior Research Scientist
ninamarakhova
Nina Marakhova
Research Intern
polinatregubova
Polina Tregubova
Research Intern
  • Fast methods for partial differential and integral equations (2014, 4-th term)
  • Numerical Linear Algebra (2014, 1-st term, to be taught in Autumn).
  • ISP course on linear algebra (January 2014)

ФИО: Оселедец Иван Валерьевич

Занимаемая должность (должности): Доцент

Преподаваемые дисциплины: Быстрые методы решения дифференциальных и интегральных уравнений

Ученая степень: Доктор физико-математических наук, 2012 Институт вычислительной математики РАН, Москва; Кандидат физико-математических наук, 2007, Институт вычислительной математики РАН, Москва

Ученое звание (при наличии): нет

Наименование направления подготовки и/или специальности: Прикладная математика и физика

Данные о повышении квалификации и/или профессиональной переподготовке (при наличии): нет

Общий стаж работы: 11 лет

Стаж работы по специальности: 11 лет