Anastasia Kadochnikova

Contact

• workRoom B52 Mathematical Sciences Building
  University Park
  Nottingham
  NG7 2RD
  UK
• Anastasia.Kadochnikova@nottingham.ac.uk

Research Summary

I am currently working with Gary Miram's group on mathematical modelling of cardiac electrophysiology and its interactions with pharmaceutical drugs. Mathematical models of cardiac electrophysiology… read more

Recent Publications

• ANASTASIA KADOCHNIKOVA, YUNPENG ZHU, ZI-QIANG LANG and VISAKAN KADIRKAMANATHAN, 2023. Integrated Identification of the Nonlinear Autoregressive Models With Exogenous Inputs (NARX) for Engineering Systems Design IEEE Transactions on Control Systems Technology. 31(1), 394-401
• ANASTASIA KADOCHNIKOVA and VISAKAN KADIRKAMANATHAN, 2023. Estimation of potential field environments from heterogeneous behaviour of sensing agents IET Signal Processing. 17(1),
• HANNAH M ISLES, CATHERINE A LOYNES, SULTAN ALASMARI, FU CHUEN KON, KATHERINE M HENRY, ANASTASIA KADOCHNIKOVA, JACK HALES, CLARE F MUIR, MARIA-CRISTINA KEIGHTLEY, VISAKAN KADIRKAMANATHAN, NO'EMIE HAMILTON, GRAHAM J LIESCHKE, STEPHEN A RENSHAW and PHILIP M ELKS, 2021. Pioneer neutrophils release chromatin within in vivo swarms eLife. 10,
• ANASTASIA KADOCHNIKOVA, HANNAH M. ISLES, STEPHEN A. RENSHAW and VISAKAN KADIRKAMANATHAN, 2018. Estimation of Hidden Chemoattractant Field from Observed Cell Migration Patterns IFAC-PapersOnLine. 51(15), 766-771

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Current Research

I am currently working with Gary Miram's group on mathematical modelling of cardiac electrophysiology and its interactions with pharmaceutical drugs. Mathematical models of cardiac electrophysiology are beginning to be used for safety testing of new pharmaceutical compounds, to identify potential for increased pro-arrhythmic risk as a drug side effect. There are substantial challenges in identifying the most appropriate models, parameterising them whilst considering uncertainty and variability, and designing experiments to do these tasks efficiently.

Past Research

My past research focuses on dynamical models and system identification. I have developed a range of statistical inference tools for broad range of applications.

• ANASTASIA KADOCHNIKOVA, YUNPENG ZHU, ZI-QIANG LANG and VISAKAN KADIRKAMANATHAN, 2023. Integrated Identification of the Nonlinear Autoregressive Models With Exogenous Inputs (NARX) for Engineering Systems Design IEEE Transactions on Control Systems Technology. 31(1), 394-401
• ANASTASIA KADOCHNIKOVA and VISAKAN KADIRKAMANATHAN, 2023. Estimation of potential field environments from heterogeneous behaviour of sensing agents IET Signal Processing. 17(1),
• HANNAH M ISLES, CATHERINE A LOYNES, SULTAN ALASMARI, FU CHUEN KON, KATHERINE M HENRY, ANASTASIA KADOCHNIKOVA, JACK HALES, CLARE F MUIR, MARIA-CRISTINA KEIGHTLEY, VISAKAN KADIRKAMANATHAN, NO'EMIE HAMILTON, GRAHAM J LIESCHKE, STEPHEN A RENSHAW and PHILIP M ELKS, 2021. Pioneer neutrophils release chromatin within in vivo swarms eLife. 10,
• ANASTASIA KADOCHNIKOVA, HANNAH M. ISLES, STEPHEN A. RENSHAW and VISAKAN KADIRKAMANATHAN, 2018. Estimation of Hidden Chemoattractant Field from Observed Cell Migration Patterns IFAC-PapersOnLine. 51(15), 766-771
• T. S. ABRAMOVA, V. T. BOBRONNIKOV and A. R. KADOCHNIKOVA, 2016. Vector model of wind for performance analysis of stand-alone wind power systems Journal of Computer and Systems Sciences International. 55(3), 404-411