🏢 School of Computer Science, Faculty of Engineering, University of Sydney
MG-Net: Learn to Customize QAOA with Circuit Depth Awareness
·2515 words·12 mins·
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AI Theory
Optimization
🏢 School of Computer Science, Faculty of Engineering, University of Sydney
MG-Net dynamically designs optimal mixer Hamiltonians for QAOA, overcoming the limitation of fixed-depth quantum circuits and significantly improving approximation ratios.