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Home/Authors/Gregory T. Byrd

Gregory T. Byrd

1 indexed paper

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26

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Quantum Physics×1AI×1

Frequent co-authors

Syed Farhan Ahmad1×

Research Timeline

2026
Quantum Algorithm for Distributed Reduction of Entanglements (QADR): A Trainable and Simulation-Efficient QML Framework

The paper introduces QADR, a novel hybrid quantum-classical framework that efficiently trains variational quantum circuits by localizing entanglement reduction, thereby overcoming the exponential memory and barren plateau limitations of global quantum models.

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Papers

quant-phcs.AIRecentMay 31, 2026

Quantum Algorithm for Distributed Reduction of Entanglements (QADR): A Trainable and Simulation-Efficient QML Framework

Syed Farhan Ahmad, Gregory T. Byrd

The paper introduces QADR, a novel hybrid quantum-classical framework that efficiently trains variational quantum circuits by localizing entanglement reduction, thereby overcoming the exponential memo…

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