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)

Machine Learning Enabled Team Performance Analysis in the Dynamical Environment of Soccer. - Shitanshu Kusmakar; Sergiy Shelyag; Ye Zhu 002; Dan Dwyer; Paul B. Gastin; Maia Angelova (IEEE Access, 2020)

Density estimates on the unit simplex and calculation of the mode of a sample. - Maia Angelova; Gleb Beliakov; Sergiy Shelyag; Ye Zhu 002 (Int. J. Intell. Syst., 2020)

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)

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)

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 (ACSW, 2023)

Modelling host population support for combat adversaries. - Mathew Zuparic; Sergiy Shelyag; Maia Angelova; Ye Zhu 002; Alexander C. Kalloniatis (J. Oper. Res. Soc., 2023)

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 (ISACE, 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)

A Predictive Model for Turbulence Evolution and Mixing Using Machine Learning. - Yuhang Wang; Sergiy Shelyag; Jörg Schlüter (IEEE Access, 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)

Information geometry of evolution of neural network parameters while training. - Abhiram Anand Thiruthummal; Eun-Jin Kim; Sergiy Shelyag (Neurocomputing, 2024)

Time-Series Analysis of Ball Carrier Open-Space (BCOS) in Association Football. - Ishara Bandara; Sergiy Shelyag; Sutharshan Rajasegarar; Daniel B. Dwyer; Eunjin Kim; Maia Angelova (SN Comput. Sci., 2025)