Vladimir Fanaskov

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Biologically Plausible

Neural Architectures

Direct Optimization

Top Venues

J. Comput. Appl. Math.

Publications

Vladimir Fanaskov
Neural Multigrid Architectures. CoRR (2024)
Vladimir Fanaskov, Tianchi Yu, Alexander Rudikov, Ivan V. Oseledets
Astral: training physics-informed neural networks with error majorants. CoRR (2024)
Alexander Rudikov, Vladimir Fanaskov, Ekaterina A. Muravleva, Yuri M. Laevsky, Ivan V. Oseledets
Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving. CoRR (2024)
Vladimir Fanaskov
Uncertainty calibration for probabilistic projection methods. CoRR (2024)
Vladimir Fanaskov, Alexander Rudikov, Ivan V. Oseledets
Neural functional a posteriori error estimates. CoRR (2024)
Vladimir Fanaskov, Tianchi Yu, Alexander Rudikov, Ivan V. Oseledets
General Covariance Data Augmentation for Neural PDE Solvers. ICML (2023)
Vladimir Fanaskov, Tianchi Yu, Alexander Rudikov, Ivan V. Oseledets
General Covariance Data Augmentation for Neural PDE Solvers. CoRR (2023)
Ivan V. Oseledets, Vladimir Fanaskov
Direct optimization of BPX preconditioners. J. Comput. Appl. Math. 402 (2022)
Vladimir Fanaskov, Ivan V. Oseledets
Direct optimization of BPX preconditioners. CoRR (2022)
Vladimir Fanaskov, Ivan V. Oseledets
Spectral Neural Operators. CoRR (2022)
Vladimir Fanaskov
Gaussian Belief Propagation Solvers for Nonsymmetric Systems of Linear Equations. SIAM J. Sci. Comput. 44 (1) (2022)
Vladimir Fanaskov
Neural Multigrid Architectures. IJCNN (2021)
Vladimir Fanaskov
Uncertainty calibration for probabilistic projection methods. Stat. Comput. 31 (5) (2021)