Sergei Shumilin

Joined

September 2023

Names

Sergei Shumilin (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Applied AI Institute (applied.ai.ru)

2022 – 2025

Advisors, Relations & Conflicts

Coauthor

Alexander Ryabov

Present

Coauthor

Vladimir Vanovskiy

Present

Coauthor

Present

Coauthor

Present

Expertise

Geometric Deep Learning

Present

Topological Data Analisys

Present

Publications

Learnable Stability-Aware Unstructured Grid Coarsening Using Graph Neural Networks for Accelerated Physics Simulations
Alexander Ryabov, Sergei Shumilin, Viacheslav Naumov, Nikolay Yavich, Sayan Ranu, N M Anoop Krishnan, Evgeny Burnaev, Vladimir Vanovskiy
- Submitted to ICLR 2025
- Readers: Everyone
Self-Supervised Coarsening of Unstructured Grid with Automatic Differentiation
Sergei Shumilin, Alexander Ryabov, Nikolay Yavich, Evgeny Burnaev, Vladimir Vanovskiy
- ICML 2024 Poster
- Readers: Everyone

Co-Authors