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quant-ph2026
Machine Learning Approaches to Building Quantum Circuits for Sets of Matrices
Matvei Fedin, Andrei Morozov
Machine learning nowadays becomes a useful instrument in many subjects. In this paper we use interpretable machine learning to build quantum algorithm. By studying the parameters o…
quant-ph2025
Mathematical aspects of the decomposition of diagonal U(N) operators
M. M. Fedin, A. A. Morozov
We prove the decomposition of arbitrary diagonal operators into tensor and matrix products of smaller matrices, focusing on the analytic structure of the resulting formulas and the…