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Alexander Rudikov
Alexander Rudikov
Artificial Intelligence Research Institute (AIRI), Skolkovo Institute of Science and Technology
在 skoltech.ru 的电子邮件经过验证
标题
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Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving
A Rudikov, V Fanaskov, E Muravleva, YM Laevsky, I Oseledets
arXiv preprint arXiv:2402.05598, 2024
32024
Neural functional a posteriori error estimates
V Fanaskov, A Rudikov, I Oseledets
arXiv preprint arXiv:2402.05585, 2024
22024
Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers
V Trifonov, A Rudikov, O Iliev, I Oseledets, E Muravleva
arXiv preprint arXiv:2405.15557, 2024
12024
General covariance data augmentation for neural PDE solvers
V Fanaskov, T Yu, A Rudikov, I Oseledets
International Conference on Machine Learning, 9665-9688, 2023
12023
ConDiff: A Challenging Dataset for Neural Solvers of Partial Differential Equations
V Trifonov, A Rudikov, O Iliev, I Oseledets, E Muravleva
arXiv preprint arXiv:2406.04709, 2024
2024
Astral: training physics-informed neural networks with error majorants
V Fanaskov, T Yu, A Rudikov, I Oseledets
arXiv preprint arXiv:2406.02645, 2024
2024
Quantization of Large Language Models with an Overdetermined Basis
D Merkulov, D Cherniuk, A Rudikov, I Oseledets, E Muravleva, A Mikhalev, ...
arXiv preprint arXiv:2404.09737, 2024
2024
General Covariance Data Augmentation for Neural PDE Solvers
F Vladimir, T Yu, A Rudikov, I Oseledets
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