Monika Petelczyc

Dr. Eng. Monika Petelczyc is an Assistant Professor at the Faculty of Physics, Warsaw University of Technology, affiliated with the Physics of Complex Systems Division. She specializes in teaching and research within biomedical physics and complex systems analysis. Her primary responsibilities include lecturing and conducting exercise classes in Physics 2, Biophysics with Elements of Biochemistry, and Psychophysics. She also oversees Mathematical Methods in Physics and Introduction to Physics courses for biomedical engineering and related programs.

Her research focuses on time series analysis of cardiovascular data, stochastic processes in biomedical signals, and autonomic nervous system dynamics. Notable interests include nonlinear methods for risk stratification, diagnostic applications of physiological signals, and statistical modeling in medicine. She has contributed to studies on heart rate variability, cardiac patient classification, and the integration of stochastic models into biomedical data analysis.

Dr. Petelczyc has published extensively in peer-reviewed journals such as Chaos, Physical Review E, and Physiological Measurement, exploring topics like Kramers-Moyal coefficients, heart rate asymmetry, and coupling analysis in physiological systems. Her work emphasizes bridging theoretical physics with clinical applications, particularly in cardiology and exercise physiology.

She advises students on thesis topics ranging from stochastic modeling of time series to symbolic dynamics in physiological recordings. Her academic contributions include collaborations with international researchers and presentations at conferences like the European Study Group on Cardiovascular Oscillations and the International Conference on Complexity in Acute Illness.