Anna Golovkina

According to our database, Anna Golovkina authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Graph Neural Networks for Metrics Prediction in Microservice Architecture.

Anna Golovkina, Dmitry Mogilnikov, Vladimir Ruzhnikov

Proceedings of the Computational Science and Its Applications - ICCSA 2024 Workshops, 2024

2023

Polynomial Neural Layers for Numerical Modeling of Dynamical Processes.

Ilya Klimenko, Anna Golovkina, Vladimir Ruzhnikov

Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023

Forecasting Multivariate Time Series with a Dynamic-System-Based Hybrid Model.

Daria Ganaeva, Anna Golovkina

Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023

2022

Parametric Identification of a Dynamical System with Switching.

Anna Golovkina, Vladimir Kozynchenko

Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

2021

Reconstruction and Identification of Dynamical Systems Based on Taylor Maps.

Anna Golovkina, Vladimir Kozynchenko, Nataliia V. Kulabukhova

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2020

Physics-based polynomial neural networks for one-shot learning of dynamical systems from one or a few samples.

Andrei Ivanov, Uwe Iben, Anna Golovkina

CoRR, 2020

Optimization of Minor Actinides Initial Loading in Accelerator-Driven Transmutation Facility.

Anna Golovkina, Ekaterina A. Kostina, Dmitri Ovsyannikov

Proceedings of the 18th European Control Conference, 2020

Optimization of RFQ Structures for Acceleration of the Multicharged Ions with Different Charge to Mass Rations.

Vladislav Altsybeyev, Yuri Svistunov, Anna Golovkina, Sergey Zavadskiy

Proceedings of the 18th European Control Conference, 2020

Polynomial Neural Networks and Taylor Maps for Dynamical Systems Simulation and Learning.

Andrei Ivanov, Anna Golovkina, Uwe Iben

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

A Robust Optimization Model for the Radioactive Waste Transmutation in ADS.

Anna Golovkina, Sorin Olaru, Dmitri Ovsyannikov

Proceedings of the 6th International Conference on Control, 2019