mgr Mateusz Ostaszewski Email: Orcid ID: 0000-0001-7915-6662Stanowisko: asystentZespół badawczy Zespół Kwantowych Systemów Informatyki Horizontal TabsPublikacje Biblio RSS 2019 1. Glos, A., J. Miszczak, and M. Ostaszewski, "QSWalk. jl: Julia package for quantum stochastic walks analysis", Computer Physics Communications, vol. 235, 2019. 2. 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. 3. Ostaszewski, M., E. Grant, and M. Benedetti, "Quantum circuit structure learning", arXiv preprint arXiv:1905.09692, 2019. 4. Grant, E., L. Wossnig, M. Ostaszewski, and M. Benedetti, "An initialization strategy for addressing barren plateaus in parametrized quantum circuits", arXiv:1903.05076, 2019. 5. Masarczyk, W., P. Głomb, B. Grabowski, and M. Ostaszewski, Effective transfer learning for hyperspectral image classification with deep convolutional neural networks, 2019. 2018 6. Domino, K., A. Glos, M. Ostaszewski, Ł. Pawela, and P. Sadowski, "Properties of quantum stochastic walks from the asymptotic scaling exponent", Quantum Information and Computation, vol. 18, issue 3&4, 2018. 7. Glos, A., J. Miszczak, and M. Ostaszewski, "Limiting properties of stochastic quantum walks on directed graphs", Journal of Physics A: Mathematical and Theoretical, vol. 51, issue 3, 2018. 8. Ostaszewski, M., J. Miszczak, and P. Sadowski, "Geometrical versus time-series representation of data in learning quantum control", arXiv preprint arXiv:1803.05169, 2018. 2017 9. Domino, K., A. Glos, and M. Ostaszewski, "Superdiffusive quantum stochastic walk definable on arbitrary directed graph", Quantum Information & Computation, vol. 17, issue 11&12, 2017. 2016 10. Sadowski, P., J. Miszczak, and M. Ostaszewski, "Lively quantum walks on cycles", J. Phys. A: Math. Theor., vol. 49, pp. 375302, 2016. 2015 11. Ostaszewski, M., P. Sadowski, and P. Gawron, "Quantum image classification using principal component analysis", Theoretical and Applied Informatics, vol. 27, issue 1, 2015. Projekty 1. Wykorzystanie pamięci klasycznej i kwantowej do eksploracji sieci kwantowych (IP 2014 031073, 2015 - 2017) 2. Metody tworzenia, modelowania i analizy protokołów w intersieciach kwantowych (2011/03/D/ST6/00413, 2012 - 2017)