Muravleva, Ekaterina

1. Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers
   2024/05/24 by Владислав Трифонов, Alexander Rudikov, Trifonov, Vladislav +8 · 7 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA)
2. Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving
   2024/02/08 by Alexander Rudikov, Rudikov, Alexander, Vladimir Fanaskov +7 · 4 citations
   Computer Science · #Neural Networks and Applications
3. On a workflow for efficient computation of the permeability of tight sandstones
   2022/03/22 by Vladislav Pimanov, Vladislav Lukoshkin, Pimanov, Vladislav +17 · 1 citation
   Computer Science · Engineering · #Advanced Mathematical Modeling in Engineering #Enhanced Oil Recovery Techniques #FOS: Mathematics #Numerical Analysis (math.NA) #Reservoir Engineering and Simulation Methods
4. Bayesian Inverse Problems Meet Flow Matching: Efficient and Flexible Inference via Transformers
   2025/03/03 by Daniil Sherki, Sherki, Daniil, Ivan Oseledets +3 · 1 citation
   Computer Science · Physics and Astronomy · Mathematics · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Markov Chains and Monte Carlo Methods
5. On the efficient preconditioning of the Stokes equations in tight geometries
   2023/07/11 by Pimanov, Vladislav, Iliev, Oleg, Oseledets, Ivan +1 · 1 citation
   #FOS: Mathematics #Numerical Analysis (math.NA)
6. Message-Passing GNNs Fail to Approximate Sparse Triangular Factorizations
   2025/02/03 by Владислав Трифонов, Trifonov, Vladislav, Ekaterina Muravleva +3 · 2 citations
   Engineering · Computer Science · #Advanced Wireless Communication Technologies #Cooperative Communication and Network Coding #Wireless Communication Networks Research