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quant-ph2025
Train on classical, deploy on quantum: scaling generative quantum machine learning to a thousand qubits
Erik Recio-Armengol, Shahnawaz Ahmed, Joseph Bowles
We propose an approach to generative quantum machine learning that overcomes the fundamental scaling issues of variational quantum circuits. The core idea is to use a class of gene…
quant-ph2025★ 1 cited
IQPopt: Fast optimization of instantaneous quantum polynomial circuits in JAX
Erik Armengol, Joseph Bowles
IQPopt is a software package designed to optimize large-scale instantaneous quantum polynomial circuits on classical hardware. By exploiting an efficient classical simulation algor…