The Homomorphic Directional Beamforming algorithm approximates desired split beampatterns for TTD arrays via a homomorphism-based generator dictionary, achieving low memory, low compute, and near-uniform gains across subbands.
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Conic extensions of parameterized quantum circuits enable jumps from barren plateaus to fertile valleys via non-unitary operations and ancilla, reducing optimal jump selection to a generalized eigenvalue problem and improving QAOA sampling in simulations.
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Homomorphic Directional Beamforming with Analog True Time Delay Arrays
The Homomorphic Directional Beamforming algorithm approximates desired split beampatterns for TTD arrays via a homomorphism-based generator dictionary, achieving low memory, low compute, and near-uniform gains across subbands.
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From barren plateaus through fertile valleys: Conic extensions of parameterised quantum circuits
Conic extensions of parameterized quantum circuits enable jumps from barren plateaus to fertile valleys via non-unitary operations and ancilla, reducing optimal jump selection to a generalized eigenvalue problem and improving QAOA sampling in simulations.