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Iordanis Kerenidis

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Preprint Jul 2026

Scalable Quantum Machine Learning: Trainability, Expressivity and Efficiency

The unitary brick-wall is proposed: a $k-particle fermionic architecture for nearest-neighbor hardware, combining Reconfigurable Beam Splitter gates with interleaved single-qubit phase gates and a non-Gaussian magic-state encoding.

Iordanis Kerenidis · 2 citations · ⚡1