mgr Mateusz Ostaszewski

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0000-0001-7915-6662

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Publikacje
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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.