Anna Golovkina

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Polynomial Neural Networks

Dynamical Systems

Robust Optimization

Lyapunov Exponents

Top Venues

ICCSA (Workshops 4)

Publications

Anna Golovkina, Dmitry Mogilnikov, Vladimir Ruzhnikov
Graph Neural Networks for Metrics Prediction in Microservice Architecture. ICCSA (Workshops 7) (2024)
Ilya Klimenko, Anna Golovkina, Vladimir Ruzhnikov
Polynomial Neural Layers for Numerical Modeling of Dynamical Processes. ICCSA (Workshops 6) (2023)
Daria Ganaeva, Anna Golovkina
Forecasting Multivariate Time Series with a Dynamic-System-Based Hybrid Model. ICCSA (Workshops 1) (2023)
Anna Golovkina, Vladimir Kozynchenko
Parametric Identification of a Dynamical System with Switching. ICCSA (Workshops 4) (2022)
Anna Golovkina, Vladimir Kozynchenko, Nataliia V. Kulabukhova
Reconstruction and Identification of Dynamical Systems Based on Taylor Maps. ICCSA (8) (2021)
Andrei Ivanov, Uwe Iben, Anna Golovkina
Physics-based polynomial neural networks for one-shot learning of dynamical systems from one or a few samples. CoRR (2020)
Vladislav Altsybeyev, Yuri Svistunov, Anna Golovkina, Sergey Zavadskiy
Optimization of RFQ Structures for Acceleration of the Multicharged Ions with Different Charge to Mass Rations. ECC (2020)
Andrei Ivanov, Anna Golovkina, Uwe Iben
Polynomial Neural Networks and Taylor Maps for Dynamical Systems Simulation and Learning. ECAI (2020)
Anna Golovkina, Ekaterina A. Kostina, Dmitri Ovsyannikov
Optimization of Minor Actinides Initial Loading in Accelerator-Driven Transmutation Facility. ECC (2020)
Andrei Ivanov, Anna Golovkina, Uwe Iben
Polynomial Neural Networks and Taylor maps for Dynamical Systems Simulation and Learning. CoRR (2019)
Anna Golovkina, Sorin Olaru, Dmitri Ovsyannikov
A Robust Optimization Model for the Radioactive Waste Transmutation in ADS. CoDIT (2019)