QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits. (arXiv:2107.10845v5 [quant-ph] UPDATED)

Quantum noise is the key challenge in Noisy Intermediate-Scale Quantum (NISQ)
computers. Previous work for mitigating noise has primarily focused on
gate-level or pulse-level noise-adaptive compilation. However, limited research
efforts have explored a higher level of optimization by making the quantum
circuits themselves resilient to noise.

We propose QuantumNAS, a comprehensive framework for noise-adaptive co-search
of the variational circuit and qubit mapping. Variational quantum circuits are
a promising approach for constructing QML and quantum simulation. However,
finding the best variational …

arxiv noise search