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quant-ph2023
Variational Amplitude Amplification for Solving QUBO Problems
Daniel Koch, Massimiliano Cutugno, Saahil Patel +2
We investigate the use of amplitude amplification on the gate-based model of quantum computing as a means for solving combinatorial optimization problems. This study focuses primar…
quant-ph2023
Physics Simulation Via Quantum Graph Neural Network
Benjamin Collis, Saahil Patel, Daniel Koch +3
We develop and implement two realizations of quantum graph neural networks (QGNN), applied to the task of particle interaction simulation. The first QGNN is a speculative quantum-c…