Language models for quantum simulation

RG Melko, J Carrasquilla - Nature Computational Science, 2024 - nature.com
A key challenge in the effort to simulate today's quantum computing devices is the ability to
learn and encode the complex correlations that occur between qubits. Emerging …

Quantum error correction below the surface code threshold

R Acharya, L Aghababaie-Beni, I Aleiner… - arXiv preprint arXiv …, 2024 - arxiv.org
Quantum error correction provides a path to reach practical quantum computing by
combining multiple physical qubits into a logical qubit, where the logical error rate is …

Artificial neural network syndrome decoding on IBM quantum processors

B Hall, S Gicev, M Usman - Physical Review Research, 2024 - APS
Syndrome decoding is an integral but computationally demanding step in the
implementation of quantum error correction for fault-tolerant quantum computing. Here, we …

A Cryo-CMOS DAC-Based 40-Gb/s PAM4 Wireline Transmitter for Quantum Computing

N Fakkel, M Mortazavi, RWJ Overwater… - IEEE Journal of Solid …, 2024 - ieeexplore.ieee.org
Addressing the advancement toward large-scale quantum computers, this article presents
the first four-level pulse amplitude modulation (PAM4) wireline transmitter (TX) operating at …

Transversal CNOT gate with multi-cycle error correction

Y Kim, M Sevior, M Usman - arXiv preprint arXiv:2406.12267, 2024 - arxiv.org
A scalable and programmable quantum computer holds the potential to solve
computationally intensive tasks that classical computers cannot accomplish within a …

Qiskit Code Assistant: Training LLMs for generating Quantum Computing Code

N Dupuis, L Buratti, S Vishwakarma, AV Forrat… - arXiv preprint arXiv …, 2024 - arxiv.org
Code Large Language Models (Code LLMs) have emerged as powerful tools,
revolutionizing the software development landscape by automating the coding process and …

Optimization of decoder priors for accurate quantum error correction

V Sivak, M Newman, P Klimov - arXiv preprint arXiv:2406.02700, 2024 - arxiv.org
Accurate decoding of quantum error-correcting codes is a crucial ingredient in protecting
quantum information from decoherence. It requires characterizing the error channels …

Improving the Scalability of Neural Network Surface Code Decoders

K Wu - 2024 - scholarworks.wm.edu
Quantum computers have recently gained significant recognition due to their ability to solve
problems intractable to classical computers. However, due to difficulties in building actual …