Welcome to the website of Scientific Computing group at Skoltech

Our research focuses on developing breakthrough numerical techniques for solving a broad range of high-dimensional problems. The key ingredient is the effective decomposition of multidimensional arrays (tensors). Applications include:

  1. Solution of multidimensional integral and differential equations on fine grids (multiscale problems)
  2. Ab initio computations in quantum chemistry
  3. Solution of multiparametric problems
  4. Data mining and compression.

Our recent interests also involve graph mining, recommender systems and topological shape optimization.

Group members at Skoltech

External group members

Collaborators

Former group members

News

26/05/2016 A TT-eigenvalue solver that finally works
12/05/2016 Exponential machines and tensor trains
06/04/2016 Convergence analysis of a projected fixed-point iteration
30/03/2016 Compress-and-eliminate solver for sparse matrices
01/12/2015 New paper in SIMAX

Contact

We are located at the 2-nd floor of the new "Technopark-3” building in Skolkovo (few kilometers outside Moscow Ring Road). The building is accessible from Skolkovo Road (Сколковское шоссе) and Minskoe Highway (Минское шоссе).

email: