Neural Network-Based Frequency Optimization for Superconducting Quantum Chips
Sign Up to like & getrecommendations! Published in 2024 at "Chinese Physics Letters"
DOI: 10.1088/0256-307x/42/3/030204
Abstract: Optimizing frequency configurations for qubits and gates in superconducting quantum chips presents a complex NP-complete challenge, critical for mitigating decoherence and crosstalk. This paper introduces a neural network-based approach, leveraging the network as a surrogate… read more here.
Keywords: superconducting quantum; quantum chips; network; neural network ... See more keywords
Comparison of Lumped Oscillator Model and Energy Participation Ratio Methods in Designing Two-Dimensional Superconducting Quantum Chips
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24060792
Abstract: Over the past two decades, superconducting quantum circuits have become one of the essential platforms for realizing quantum computers. The Hamiltonian of a superconducting quantum circuit system is the key to describing the dynamic evolution… read more here.
Keywords: participation ratio; lumped oscillator; energy participation; quantum chips ... See more keywords