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ORCIDSergiy Shelyag
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2020 – today
- 2024
[j10]Ishara Bandara
, Sergiy Shelyag, Sutharshan Rajasegarar, Dan Dwyer, Eun-Jin Kim, Maia Angelova:
Winning With Chaos in Association Football: Spatiotemporal Event Distribution Randomness Metric for Team Performance Evaluation. IEEE Access 12: 83363-83376 (2024)- [j9]Yuhang Wang, Sergiy Shelyag, Jörg Schlüter:
A Predictive Model for Turbulence Evolution and Mixing Using Machine Learning. IEEE Access 12: 115182-115196 (2024) - [j8]Abhiram Anand Thiruthummal, Sergiy Shelyag, Eun-Jin Kim:
Extremization to fine tune physics informed neural networks for solving boundary value problems. Commun. Nonlinear Sci. Numer. Simul. 137: 108129 (2024) - [j7]Abhiram Anand Thiruthummal, Eun-Jin Kim, Sergiy Shelyag:
Information geometry of evolution of neural network parameters while training. Neurocomputing 597: 128007 (2024) - [c2]Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Daniel B. Dwyer, Eun-Jin Kim, Maia Angelova:
Time-Series Analysis of Ball Carrier Open-Space in Association Football. ISACE 2024: 1-17 - [i2]Abhiram Anand Thiruthummal, Sergiy Shelyag, Eun-Jin Kim:
Extremization to Fine Tune Physics Informed Neural Networks for Solving Boundary Value Problems. CoRR abs/2406.05290 (2024) - [i1]Abhiram Anand Thiruthummal, Eun-Jin Kim, Sergiy Shelyag:
Information Geometry of Evolution of Neural Network Parameters While Training. CoRR abs/2406.05295 (2024) - 2023
- [j6]Mathew Zuparic, Sergiy Shelyag, Maia Angelova, Ye Zhu, Alexander C. Kalloniatis:
Modelling host population support for combat adversaries. J. Oper. Res. Soc. 74(3): 928-943 (2023) - [c1]Sunita Rani, Sergiy Shelyag, Maia Angelova:
Sleep Patterns of Adults with Chronic Insomnia and their Bed Partners During the Weekdays and on Weekends Using Actigraphy Data. ACSW 2023: 222-226 - 2022
- [j5]Nicholas Parsons, Julien Ugon, Kerri Morgan, Sergiy Shelyag, Alex Hocking, Su Yuan Chan, Govinda R. Poudel, Juan Dominguez Duque, Karen Caeyenberghs:
Structural-functional connectivity bandwidth of the human brain. NeuroImage 263: 119659 (2022) - 2021
- [j4]Maia Angelova, Gleb Beliakov, Anatoli Ivanov, Sergiy Shelyag:
Global stability and periodicity in a glucose-insulin regulation model with a single delay. Commun. Nonlinear Sci. Numer. Simul. 95: 105659 (2021) - 2020
- [j3]Shitanshu Kusmakar, Sergiy Shelyag, Ye Zhu, Dan Dwyer, Paul B. Gastin, Maia Angelova:
Machine Learning Enabled Team Performance Analysis in the Dynamical Environment of Soccer. IEEE Access 8: 90266-90279 (2020) - [j2]Maia Angelova, Gleb Beliakov, Sergiy Shelyag, Ye Zhu:
Density estimates on the unit simplex and calculation of the mode of a sample. Int. J. Intell. Syst. 35(5): 850-868 (2020)
2010 – 2019
- 2019
- [j1]Maia Angelova, Sergiy Shelyag, Sutharshan Rajasegarar, Dineshen Chuckravanen, Sujan Rajbhandari, Paul B. Gastin, Alan St Clair Gibson:
Investigation of Complexity and Regulatory Role of Physiological Activities During a Pacing Exercise. IEEE Access 7: 152334-152346 (2019)
Coauthor Index
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