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quant-ph2025
End-to-end workflow for machine learning-based qubit readout with QICK and hls4ml
Giuseppe Di Guglielmo, Botao Du, Javier Campos +10
We present an end-to-end workflow for superconducting qubit readout that embeds co-designed Neural Networks (NNs) into the Quantum Instrumentation Control Kit (QICK). Capitalizing…
quant-ph2021★ 41 cited
Machine Learning Framework for Quantum Sampling of Highly-Constrained, Continuous Optimization Problems
Blake A. Wilson, Zhaxylyk A. Kudyshev, Alexander V. Kildishev +3
In recent years, there is a growing interest in using quantum computers for solving combinatorial optimization problems. In this work, we developed a generic, machine learning-base…