Research output per year
Research output per year
Research output
- 12 Article
- 12 results
Search results
-
2025
Smoothed Moreau-Yosida Tensor Train Approximation of State-constrained Optimization Problems under Uncertainty
Antil, H., Dolgov, S. & Onwunta, A., 31 Aug 2025, In: Numerical Linear Algebra with Applications. 32, 4, e70028.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Citations (SciVal) -
Tensor Cross Interpolation for Global Discrete Optimization with Application to Bayesian Network Inference
Dolgov, S. & Savostyanov, D., 21 Aug 2025, In: Computational Mathematics and Mathematical Physics. 65, 7, p. 1591-1604 14 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (SciVal) -
Tensor train solution to uncertain optimization problems with shared sparsity penalty
Antil, H., Dolgov, S. & Onwunta, A., 6 Dec 2025, In: Optimization and Engineering. 30 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (SciVal) -
2024
DEEP IMPORTANCE SAMPLING USING TENSOR TRAINS WITH APPLICATION TO A PRIORI AND A POSTERIORI RARE EVENTS
Cui, T., Dolgov, S. & Scheichl, R., 29 Feb 2024, In: SIAM Journal on Scientific Computing. 46, 1, p. C1-C29 29 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Link opens in a new tab Citations (SciVal)143 Downloads (Pure) -
Tensor product algorithms for inference of contact network from epidemiological data
Dolgov, S. & Savostyanov, D., 2 Sept 2024, In: BMC Bioinformatics. 25, 1, 285.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (SciVal) -
Tensor product approach to modelling epidemics on networks
Dolgov, S. & Savostyanov, D., 1 Jan 2024, In: Applied Mathematics and Computation. 460, 128290.Research output: Contribution to journal › Article › peer-review
Open Access8 Link opens in a new tab Citations (SciVal) -
2023
Scalable conditional deep inverse Rosenblatt transports using tensor trains and gradient-based dimension reduction
Cui, T., Dolgov, S. & Zahm, O., 15 Jul 2023, In: Journal of Computational Physics. 485, 112103.Research output: Contribution to journal › Article › peer-review
Open Access15 Link opens in a new tab Citations (SciVal) -
TTRISK: Tensor train decomposition algorithm for risk averse optimization
Antil, H., Dolgov, S. & Onwunta, A., 31 May 2023, In: Numerical Linear Algebra with Applications. 30, 3, e2481.Research output: Contribution to journal › Article › peer-review
Open Access12 Link opens in a new tab Citations (SciVal) -
2022
A quantum-inspired approach to exploit turbulence structures
Gourianov, N., Lubasch, M., Dolgov, S., van den Berg, Q. Y., Babaee, H., Givi, P., Kiffner, M. & Jaksch, D., 31 Jan 2022, In: Nature Computational Science . 2, 1, p. 30-37 8 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile96 Link opens in a new tab Citations (SciVal)255 Downloads (Pure) -
Rank Bounds for Approximating Gaussian Densities in the Tensor-Train Format
Rohrbach, P. B., Dolgov, S., Grasedyck, L. & Scheichl, R., 30 Sept 2022, In: SIAM/ASA Journal on Uncertainty Quantification. 10, 3, p. 1191-1224Research output: Contribution to journal › Article › peer-review
Open AccessFile37 Link opens in a new tab Citations (SciVal)352 Downloads (Pure) -
2021
Deep Composition of Tensor Trains using Squared Inverse Rosenblatt Transports
Cui, T. & Dolgov, S., 21 Sept 2021, In: Foundations of Computational Mathematics. 47 p.Research output: Contribution to journal › Article
Open Access19 Link opens in a new tab Citations (SciVal) -
Grid methods for Bayes-optimal continuous-discrete filtering and utilizing a functional tensor train representation
Fox, C., Dolgov, S., Morrison, M. E. K. & Molteno, T. C. A., 31 Dec 2021, In: Inverse Problems in Science and Engineering. 29, 8, p. 1199-1217 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Link opens in a new tab Citations (SciVal)110 Downloads (Pure)