Projects per year
Personal profile
Research interests
Numerical analysis, linear and multilinear algebra, matrix and tensor analysis, fast algorithms, tensor product formats, dynamical problems, stochastic models
Education/Academic qualification
Mathematics, Doctor rerum naturalium, University of Leipzig
30 Jun 2011 → 20 Aug 2014
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Projects
- 1 Finished
Tensor product numerical methods for high-dimensional problems in probability and quantum calculations
1/01/16 → 31/12/18
Project: Research council
Research Output
Parallel cross interpolation for high--precision calculation of high-dimensional integrals
Dolgov, S. & Savostyanov, D., 1 Jan 2020, In : Computer Physics Communications. 246, p. 1-15 15 p., 106869.Research output: Contribution to journal › Article
Open Access
A hybrid Alternating Least Squares - TT Cross algorithm for parametric PDEs
Dolgov, S. & Scheichl, R., 2019, In : SIAM/ASA Journal on Uncertainty Quantification. 7, 1, p. 260-291 32 p.Research output: Contribution to journal › Article
Open Access
File
2
Citations
(Scopus)
21
Downloads
(Pure)
Approximation and sampling of multivariate probability distributions in the tensor train decomposition
Dolgov, S., Anaya-Izquierdo, K., Fox, C. & Scheichl, R., 31 Dec 2019, In : Statistics and Computing. 30, 3, p. 603-625 23 p.Research output: Contribution to journal › Article
Open Access
A Tensor Decomposition Algorithm for Large ODEs with Conservation Laws
Dolgov, S. V., 1 Jan 2019, In : Computational Methods in Applied Mathematics. 19, 1, p. 23-38 16 p.Research output: Contribution to journal › Article
Open Access
File
1
Citation
(Scopus)
11
Downloads
(Pure)
Greedy low-rank algorithm for spatial connectome regression
Kürschner, P., Dolgov, S., Harris, K. D. & Benner, P., 1 Dec 2019, In : The Journal of Mathematical Neuroscience. 9, 1, 9.Research output: Contribution to journal › Article
Open Access
1
Citation
(Scopus)