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05/03/2022
On Circuit Depth Scaling For Quantum Approximate Optimization
Variational quantum algorithms are the centerpiece of modern quantum pro...
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06/25/2021
Training Saturation in Layerwise Quantum Approximate Optimisation
Quantum Approximate Optimisation (QAOA) is the most studied gate based v...
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05/05/2020
Probing Criticality in Quantum Spin Chains with Neural Networks
The numerical emulation of quantum systems often requires an exponential...
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06/26/2019
Reachability Deficits in Quantum Approximate Optimization
The quantum approximate optimization algorithm (QAOA) has rapidly become...
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06/25/2019