Quantum error mitigation and correction mediated by Yang-Baxter equation and artificial neural network. (arXiv:2401.17116v1 [quant-ph])

Quantum computing shows great potential, but errors pose a significant
challenge. This study explores new strategies for mitigating quantum errors
using artificial neural networks (ANN) and the Yang-Baxter equation (YBE).
Unlike traditional error correction methods, which are computationally
intensive, we investigate artificial error mitigation. The manuscript
introduces the basics of quantum error sources and explores the potential of
using classical computation for error mitigation. The Yang-Baxter equation
plays a crucial role, allowing us to compress time dynamics simulations into
constant-depth …

ann artificial artificial neural networks arxiv challenge computing equation error error correction errors network networks neural network neural networks quant quant-ph quantum quantum computing shows strategies study yang