Quantum simulations of hadron dynamics in the Schwinger model using 112 qubits
Hadron wave packets are prepared and time evolved in the Schwinger model using 112
qubits of IBM's 133-qubit Heron quantum computer ibm_torino. The initialization of the …
qubits of IBM's 133-qubit Heron quantum computer ibm_torino. The initialization of the …
Large-scale quantum approximate optimization on nonplanar graphs with machine learning noise mitigation
Quantum computers are increasing in size and quality but are still very noisy. Error
mitigation extends the size of the quantum circuits that noisy devices can meaningfully …
mitigation extends the size of the quantum circuits that noisy devices can meaningfully …
Assessing the benefits and risks of quantum computers
Quantum computing is an emerging technology with potentially far-reaching implications for
national prosperity and security. Understanding the timeframes over which economic …
national prosperity and security. Understanding the timeframes over which economic …
A machine learning-based error mitigation approach for reliable software development on IBM's quantum computers
Quantum computers have the potential to outperform classical computers for some complex
computational problems. However, current quantum computers (eg, from IBM and Google) …
computational problems. However, current quantum computers (eg, from IBM and Google) …
Quantum Artificial Intelligence: A Brief Survey
Abstract Quantum Artificial Intelligence (QAI) is the intersection of quantum computing and
AI, a technological synergy with expected significant benefits for both. In this paper, we …
AI, a technological synergy with expected significant benefits for both. In this paper, we …
Strategies and Trade-Offs for Controllability and Memory Time of Ultra-High-Quality Microwave Cavities in Circuit Quantum Electrodynamics
Three-dimensional microwave cavity resonators have been shown to reach lifetimes of the
order of a second by maximizing the cavity volume relative to its surface, using better …
order of a second by maximizing the cavity volume relative to its surface, using better …
Quantum error mitigation and correction mediated by Yang-Baxter equation and artificial neural network
Quantum computing shows great potential, but errors pose a significant challenge. This
study explores new strategies for mitigating quantum errors using artificial neural networks …
study explores new strategies for mitigating quantum errors using artificial neural networks …
Circuit-noise-resilient virtual distillation
XY Xu, C Ding, S Zhang, WS Bao… - Communications Physics, 2024 - nature.com
Quantum error mitigation (QEM) is vital for improving quantum algorithms' accuracy on noisy
near-term devices. A typical QEM method, called Virtual Distillation (VD), can suffer from …
near-term devices. A typical QEM method, called Virtual Distillation (VD), can suffer from …
Flexible Error Mitigation of Quantum Processes with Data Augmentation Empowered Neural Model
Neural networks have shown their effectiveness in various tasks in the realm of quantum
computing. However, their application in quantum error mitigation, a crucial step towards …
computing. However, their application in quantum error mitigation, a crucial step towards …
[HTML][HTML] Synergy between noisy quantum computers and scalable classical deep learning for quantum error mitigation
We investigate the potential of combining the computational power of noisy quantum
computers and of classical scalable convolutional neural networks (CNNs). The goal is to …
computers and of classical scalable convolutional neural networks (CNNs). The goal is to …