Jarosław Miszczak, PhD Email: Orcid ID: 0000-0001-8790-101XStrona WWW: Personal home pagePosition: Institute ProfessorResearch groups Quantum Systems of Informatics Group Room: 110Phone: +48 32 2317319 Information: https://quantiki.org/users/jmiszczak Interests: foundations of quantum mechanics scientific computing programming languages complex systems Horizontal TabsPublications Biblio RSS Submitted 1. Gawlak, K., J. Konieczny, K. Domino, and J. Miszczak, "Statistical analysis of geoinformation data for increasing railway safety", ArXiV preprint, 06/2024, Submitted. 2024 2. Kundu, A., P. Bedełek, M. Ostaszewski, O. Danaci, Y. J. Patel, V. Dunjko, and J. Miszczak, "Enhancing quantum variational state diagonalization using reinforcement learning techniques", New Journal of Physics, vol. 26, 01/2024. 2023 3. Glück, R., I. Lanese, C. Antares Mezzina, J. Miszczak, I. Phillips, I. Ulidowski, and G. Vidal, "Towards a Taxonomy for Reversible Computation Approaches", Reversible Computation 2023, no. Lecture Notes in Computer Science: Springer Nature Switzerland, pp. 24–39, 2023. (324.69 KB) 4. Miszczak, J., "Rule switching mechanisms in the Game of Life with synchronous and asynchronous updating policy", Physica Scripta, vol. 98, 10/2023. (1.51 MB) 5. Wójcik, B., M. Żarski, K. Książek, J. Miszczak, and M. J. Skibniewski, "A deep learning method for hard-hat-wearing detection based on head center localization", Bulletin of the Polish Academy of Sciences Technical Sciences, vol. 71 (EA), issue 6, 10/2023. 6. Miszczak, J., "Symbolic quantum programming for supporting applications of quantum computing technologies", QP2023 Workshop, Programming'23, , Tokyo, Japan, March 13-17, 2023, Association for Computing Machinery, 2023. 2022 7. Kundu, A., and J. Miszczak, "Variational certification of quantum devices", Quantum Science and Technology, vol. 7, 07/2022. 8. Botelho, L. A. S., A. Glos, A. Kundu, J. Miszczak, Ö. Salehi, and Z. Zimborás, "Error mitigation for variational quantum algorithms through mid-circuit measurements", Physical Review A, vol. 105, 2022. 9. Miszczak, J., "Constructing games on networks for controlling the inequalities in the capital distribution", Physica A: Statistical Mechanics and its Applications, vol. 594, 2022. 10. Kundu, A., and J. Miszczak, "Transparency and enhancement in fast and slow light in q-deformed optomechanical system", Annalen der Physik, vol. 54, issue 22, 06/2022. 11. Żarski, M., B. Wójcik, J. Miszczak, B. Blachowski, and M. Ostrowski, "Computer Vision Based Inspection on Post-Earthquake With UAV Synthetic Dataset", IEEE Access, vol. 10, 10/2022. 12. Salehi, Ö., A. Glos, and J. Miszczak, "Unconstrained Binary Models of the Travelling Salesman Problem Variants for Quantum Optimization", Quantum Information Processing, vol. 21, 2022. 13. Domino, K., and J. Miszczak, "Will you infect me with your opinion?", Physica A: Statistical Mechanics and its Applications, vol. 608, issue 128289, 11/2022. 2021 14. Żarski, M., B. Wójcik, K. Książek, and J. Miszczak, "Finicky transfer learning—A method of pruning convolutional neural networks for cracks classification on edge devices", Computer-Aided Civil And Infrastructure Engineering, vol. 37, issue 4, 03/2022, 2021. 15. Żarski, M., B. Wójcik, and J. Miszczak, "KrakN: Transfer Learning framework and dataset for infrastructure thin crack detection", SoftwareX, vol. 16, 12/2021. 16. Żarski, M., B. Wójcik, K. Książek, M. Salamak, and J. Miszczak, "Advances in applicable deep-learning based defect detection", 2nd Workshop on Engineering Optimization – WEO 2021, Warsaw, Institute of Fundamental Technological Research of the Polish Academy of Sciences, 2021. (377.77 KB) 17. Wójcik, B., M. Żarski, M. Salamak, and J. Miszczak, "Extracting crack characteristics from RGB-D images", 2nd Workshop on Engineering Optimization – WEO 2021, Warsaw, Institute of Fundamental Technological Research of the Polish Academy of Sciences, 2021. (283.77 KB) 2020 18. Ostaszewski, M., J. Miszczak, and P. Sadowski, "Geometrical versus time-series representation of data in quantum control learning", Journal of Physics A: Mathematical and Theoretical, vol. 53, issue 19, 2020. 19. Frankiewicz, A., A. Glos, K. Grochla, Z. Łaskarzewski, J. Miszczak, K. Połys, P. Sadowski, and A. Strzoda, "LP WAN Gateway Location Selection Using Modified K-Dominating Set Algorithm", Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems: Springer, 01/2021, 2020. 20. Ye, Y., X. Rong Hang, J. Ming Koh, J. Miszczak, K. Hao Cheong, and N-gang. Xie, "Passive network evolution promotes group welfare in complex networks", Chaos, Solitons & Fractals, vol. 130, pp. 109464, 2020. 2019 21. Ostaszewski, M., J. Miszczak, P. Sadowski, and L. Banchi, "Approximation of quantum control correction scheme using deep neural networks", Quantum Information Processing, vol. 18, 2019. 22. Glos, A., J. Miszczak, and M. Ostaszewski, "QSWalk. jl: Julia package for quantum stochastic walks analysis", Computer Physics Communications, vol. 235, 2019. 23. Glos, A., and J. Miszczak, "The role of quantum correlations in Cop and Robber game", Quantum Studies: Mathematics and Foundations, vol. 6, issue 1, 2019. 24. Glos, A., and J. Miszczak, "Impact of the malicious input data modification on the efficiency of quantum spatial search", Quantum Information Processing, vol. 18, 2019. 25. Ye, Y., X. Rong Hang, J. Ming Koh, J. Miszczak, K. Hao Cheong, and N. Gang Xie, "Ratcheting based on neighboring niches determines lifestyle", Nonlinear Dynamics, vol. 98, pp. 1821–1830, Nov, 2019. Pages123następna ›ostatnia » Projectsiitis employee projects: 1. Space-efficient encodings of combinatorial problems for variational quantum computing (2020/37/N/ST6/02220, 2021 - 2024) (POIR.04.02.00-00-D014/20-00, 2021 - 2023) 3. Impact of input data alteration and modification of the algorithm parameters on the efficiency of quantum programs (2019/33/B/ST6/02011, 2020 - 2023) 4. Analiza i zastosowanie kwantowego wyszukiwania przestrzennego (2019/32/T/ST6/00158, 2019 - 2021) (2018/28/T/ST6/00429, 2018 - 2019) 6. COST Action CA15220 Quantum Technologies in Space (CA15220, 2016 - 2020) 7. Semantic tensor networks for large data sets analysis (2014/15/B/ST6/05204, 2015 - 2019) 8. Application of quantum and classical memory in quantum network exploration (IP 2014 031073, 2015 - 2017) 9. Methods of development, modelling and analysis of quantum internetworking protocols (2011/03/D/ST6/00413, 2012 - 2017) 10. Application of geometrical methods for the analysis of quantum states and operations (IP2011 036371, 2012 - 2014) 11. Analysis and modelling of local properties of quantum states and operations (IP2010 052270, 2011 - 2012) 12. Application of quantum game theory in modelling of quantum information transmission (N N516 475440, 2011 - 2013) 13. Modelling methods of information systems using quantum queue theory (N N516 481840 , 2011 - 2014) 14. Controllability of quantum systems (N N514 513340 , 2011 - 2014) 15. Applications of geometric methods to quantum control (IP 2010 0334 70, 2010 - 2011) 16. Distributed numerical analysis environment for the quantum information theory (N N519 442339, 2010 - 2013) 17. Probabilistic description of quantum programming languages (N206 013 31/2258, 2006 - 2008) 18. Environment to programming, simulation and analyzing of quantum algorithms (N519 012 31/1957, 2006 - 2009) 19. Nano and quantum systems of informatics (7 T11C 017 21, 2001 - 2003)