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Vladimir Fanaskov
Researcher, Laboratory of Computational Intelligence
Joined
May 2022
Names
Vladimir Fanaskov
(Preferred)
,
Fanaskov Vladimir
Emails
****@gmail.com
(Confirmed)
,
****@skoltech.ru
(Confirmed)
Personal Links
Google Scholar
Career & Education History
Researcher
Laboratory of Computational Intelligence
(oseledets.github.io)
2022
–
Present
Advisors, Relations & Conflicts
Postdoc Advisor
Ivan Oseledets
2022
–
Present
PhD Advisor
Aslan Kasimov
2018
–
2022
PhD Advisor
Oleg Vasilyev
2017
–
2018
Expertise
deep learning
2022
–
Present
machine learning
2022
–
Present
numerical linear algebra
2017
–
Present
scientific computing
2017
–
Present
numerical analysis
2017
–
Present
Publications
Dynamics of modern Hopfield networks
Sofiya Bogakovskaya
,
Vladimir Fanaskov
,
Ivan Oseledets
NFAM 2026 Poster
Readers:
Everyone
Astral: training physics-informed neural networks with error majorants
Vladimir Fanaskov
,
Tianchi Yu
,
Alexander Rudikov
,
Ivan Oseledets
AI&PDE Poster
Readers:
Everyone
Locally Subspace-Informed Neural Operators for Efficient Multiscale PDE Solving
Alexander Rudikov
,
Vladimir Fanaskov
,
Sergei Stepanov
,
Buzheng Shan
,
Ekaterina Muravleva
,
Yalchin Efendiev
,
Ivan Oseledets
ICLR 2026 Poster
Readers:
Everyone
Deep Learning for Subspace Regression
Vladimir Fanaskov
,
Vladislav Trifonov
,
Alexander Rudikov
,
Ekaterina Muravleva
,
Ivan Oseledets
ICLR 2026 Poster
Readers:
Everyone
Astral: training physics-informed neural networks with error majorants
Vladimir Fanaskov
,
Tianchi Yu
,
Alexander Rudikov
,
Ivan Oseledets
Submitted to ICLR 2025
Readers:
Everyone
Associative memory and dead neurons
Vladimir Fanaskov
,
Ivan Oseledets
ICLR 2025 Poster
Readers:
Everyone
Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving
Alexander Rudikov
,
Vladimir Fanaskov
,
Ekaterina Muravleva
,
Yuri M. Laevsky
,
Ivan Oseledets
ICML 2024 Poster
Readers:
Everyone
Neural functional a posteriori error estimates
Vladimir Fanaskov
,
Alexander Rudikov
,
Ivan Oseledets
Submitted to ICLR 2024
Readers:
Everyone
General Covariance Data Augmentation for Neural PDE Solvers
Fanaskov Vladimir
,
Tianchi Yu
,
Alexander Rudikov
,
Ivan Oseledets
ICML 2023 Poster
Readers:
Everyone
Co-Authors
Alexander Rudikov
Buzheng Shan
Ekaterina Muravleva
Ivan Oseledets
Sergei Stepanov
Sofiya Bogakovskaya
Tianchi Yu
Vladislav Trifonov
Yalchin Efendiev
Yuri M. Laevsky