Sergiy Shelyag

According to our database, Sergiy Shelyag authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Information geometry of evolution of neural network parameters while training.

Abhiram Anand Thiruthummal, Eun-Jin Kim, Sergiy Shelyag

Neurocomputing, 2024

Extremization to fine tune physics informed neural networks for solving boundary value problems.

Abhiram Anand Thiruthummal, Sergiy Shelyag, Eun-Jin Kim

Commun. Nonlinear Sci. Numer. Simul., 2024

A Predictive Model for Turbulence Evolution and Mixing Using Machine Learning.

Yuhang Wang, Sergiy Shelyag, Jörg Schlüter

IEEE Access, 2024

Winning With Chaos in Association Football: Spatiotemporal Event Distribution Randomness Metric for Team Performance Evaluation.

Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Dan Dwyer, Eun-Jin Kim, Maia Angelova

IEEE Access, 2024

Time-Series Analysis of Ball Carrier Open-Space in Association Football.

Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Daniel B. Dwyer, Eun-Jin Kim, Maia Angelova

Proceedings of the Sports Analytics - First International Conference, 2024

2023

Modelling host population support for combat adversaries.

Mathew Zuparic, Sergiy Shelyag, Maia Angelova, Ye Zhu, Alexander C. Kalloniatis

J. Oper. Res. Soc., March, 2023

Sleep Patterns of Adults with Chronic Insomnia and their Bed Partners During the Weekdays and on Weekends Using Actigraphy Data.

Sunita Rani, Sergiy Shelyag, Maia Angelova

Proceedings of the 2023 Australasian Computer Science Week, 2023

2022

Structural-functional connectivity bandwidth of the human brain.

Nicholas Parsons, Julien Ugon, Kerri Morgan, Sergiy Shelyag, Alex Hocking, Su Yuan Chan, Govinda R. Poudel, Juan Dominguez Duque, Karen Caeyenberghs

NeuroImage, 2022

2021

Global stability and periodicity in a glucose-insulin regulation model with a single delay.

Maia Angelova, Gleb Beliakov, Anatoli F. Ivanov, Sergiy Shelyag

Commun. Nonlinear Sci. Numer. Simul., 2021

2020

Density estimates on the unit simplex and calculation of the mode of a sample.

Maia Angelova, Gleb Beliakov, Sergiy Shelyag, Ye Zhu

Int. J. Intell. Syst., 2020

Machine Learning Enabled Team Performance Analysis in the Dynamical Environment of Soccer.

Shitanshu Kusmakar, Sergiy Shelyag, Ye Zhu, Dan Dwyer, Paul B. Gastin, Maia Angelova

IEEE Access, 2020

2019

Investigation of Complexity and Regulatory Role of Physiological Activities During a Pacing Exercise.

Maia Angelova, Sergiy Shelyag, Sutharshan Rajasegarar, Dineshen Chuckravanen, Sujan Rajbhandari, Paul B. Gastin, Alan St Clair Gibson

IEEE Access, 2019