I am a theoretical physicist and assistant professor at the Decision Analysis and Support Unit at SGH Warsaw School of Economics. My current research centers on quantum machine learning and its applications in prediction, forecasting, and quantum-enhanced analytics.
A major part of my work explores quantum time series analysis, an emerging area with limited existing literature. In particular, I focus on quantum anomaly detection in collaboration with Prof. Jacob Cybulski (Australia).
Outside academia, I also work as an MLOps engineer, creating Python-based tools for data scientists and integrating quantum–classical optimization techniques to improve business processes.
J. L. Cybulski, S.Z.
•to appear
M.Mazdziarz, S.Z.
•submitted to Bioinformatics
J. L. Cybulski, S.Z.
•to appear
S.Z, J. L. Cybulski, T.Kulpa
•submitted to AI Spring
J. L. Cybulski, S.Z.
•24th International Conference on Computational Science (ICCS) (2024)
B. Kaminski, P. Pralat, F. Theberge, S.Z.
•Complex Networks & Their Applications XII vol. 4 (2024)
B. Kaminski, P. Pralat, F. Theberge, S.Z.
•Social Network Analysis and Mining vol. 14 (2024)
G. Biehle, C. Ellgen, B. Sabra, S.Z.
•OSF Preprints (2022)
M. Wrzosek, D. Kaszynski, K. Przanowski, S.Z.
•Oficyna Wydawnicza SGH (2020)
K. Przanowski, S.Z, D. Kaszynski, L. Opinski
•Oficyna Wydawnicza SGH (2020)
K. Przanowski, S.Z.
•Oficyna Wydawnicza SGH (2020)
B.Dziewit, J.Holeczek, S.Z., M.Zralek
•Symmetry vol. 12(1) no. 156 (2020)
P. Rubach, S.Z. , B. Jastrzebski, J. I. Sulkowska, P. Sulkowski
•Nucleic Acids Research (2019)
W. Kubis, S.Z.
•to appear
S.Z., C. Geary , E. A. Andersen, P. Dabrowski-Tumanski, J.Sulkowska, P.Sulkowski
•Nature Scientific Reports vol. 8 (2018)
P. Chaber, B. Dziewit, J. Holeczek, M. Richter, M. Zralek, S.Z.
•Physical Review D vol. 98 (2018)
B.Dziewit, J.Holeczek, M.Richter, M.Zralek, S.Z.
•Physics of Atomic Nuclei vol. 80 no. 4 (2017)
B.Dziewit, J.Holeczek, M.Richter, M.Zralek, S.Z.
•Physics of Atomic Nuclei vol. 80 no. 2 (2017)
B.Dziewit, J.Holeczek, M.Richter, M.Zralek, S.Z.
•Acta Physica Polonica B vol. 46 no. 11 (2015)
B.Dziewit, M.Zralek, S.Z.
•Acta Physica Polonica B vol. 44 no. 11 (2013)
B.Dziewit, M.Zralek, S.Z.
•Acta Physica Polonica B vol. 42 no. 11 (2011)
E.W.Piotrowski, J.Sladkowski, J.Syska, S.Z.
•Physica Status Solidi B vol. 246 no. 5 (2009)
J.Syska, M.Zralek, S.Z.
•Acta Physica Polonica B vol. 38 no. 11 (2007)
Editors: S. Zajac•Oficyna Wydawnicza SGH (2022)
Editors: D. Kaszyński, B. Kamiński, T. Szapiro.•Oficyna Wydawnicza SGH (2020)
Editors: K.Przanowski, S.Zajac•Oficyna Wydawnicza SGH (2020)
Doctor of Philosophy•17.09.2013
Advisor: prof. dr hab Marek Zrałek
Accelerator neutrino oscillations and their non-standard interactions (PL) View
Master of Science•27.06.2007
Advisor: dr hab. Jerzy Król
Some geometrical and topological methods in classical and quantum field theory (PL). View
Bechelor of Science•27.06.2005
Advisor: dr hab. Jacek Syska
Time Series analysis with ARMA and ARIMA processes. Application in SAS. (PL) View
Musician•2004
Advisor: F. Prus
Accordeon class.