Qibocal: an open-source framework for calibration of self-hosted quantum devices

• URL: http://arxiv.org/abs/2410.00101v2
• Date: Wed, 30 Oct 2024 13:06:53 GMT
• Title: Qibocal: an open-source framework for calibration of self-hosted quantum devices
• Authors: Andrea Pasquale, Edoardo Pedicillo, Juan Cereijo, Sergi Ramos-Calderer, Alessandro Candido, Gabriele Palazzo, Rodolfo Carobene, Marco Gobbo, Stavros Efthymiou, Yuanzheng Paul Tan, Ingo Roth, Matteo Robbiati, Jadwiga Wilkens, Alvaro Orgaz-Fuertes, David Fuentes-Ruiz, Andrea Giachero, Frederico Brito, José Ignacio Latorre, Stefano Carrazza,
• Abstract summary: We present Qibocal, an open-source software library to perform calibration and characterization of superconducting quantum devices. We give an overview on some of the protocols implemented to perform single and two-qubit calibration gates.
• Score: 27.233691799793146
• License: http://creativecommons.org/licenses/by-nc-nd/4.0/
• Abstract: Calibration of quantum devices is fundamental to successfully deploy quantum algorithms on current available quantum hardware. We present Qibocal, an open-source software library to perform calibration and characterization of superconducting quantum devices within the Qibo framework. Qibocal completes the Qibo middleware framework by providing all necessary tools to easily (re)calibrate self-hosted quantum platforms. After presenting the layout and the features of the library, we give an overview on some of the protocols implemented to perform single and two-qubit gates calibration. Finally, we present applications involving recalibration and monitoring of superconducting platforms.

Related papers

• An open-source framework for quantum hardware control [31.874825130479174]
  The development of quantum computers needs reliable quantum hardware and tailored software for controlling electronics specific to various quantum platforms. This paper presents updates to Qibolab, a software library that leverages Qibo capabilities to execute quantum algorithms on self hosted quantum hardware platforms.
  arXiv  Detail & Related papers  (2024-07-31T16:44:31Z)
• QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum Circuits [82.50620782471485]
  QuantumSEA is an in-time sparse exploration for noise-adaptive quantum circuits. It aims to achieve two key objectives: (1) implicit circuits capacity during training and (2) noise robustness. Our method establishes state-of-the-art results with only half the number of quantum gates and 2x time saving of circuit executions.
  arXiv  Detail & Related papers  (2024-01-10T22:33:00Z)
• Qibosoq: an open-source framework for quantum circuit RFSoC programming [37.94431794242543]
  We present Qibosoq, an open-source server-side software package for executing arbitrary pulse sequences on self-hosted quantum processing units. Qibosoq bridges the RFSoC firmware provided by Qick, a Quantum Instrumentation Control Kit, with Qibo, a quantum computing framework.
  arXiv  Detail & Related papers  (2023-10-09T16:49:08Z)
• Quantum Computing for Solid Mechanics and Structural Engineering -- a Demonstration with Variational Quantum Eigensolver [3.8061090528695534]
  Variational quantum algorithms exploit the features of superposition and entanglement to optimize a cost function efficiently. We implement and demonstrate the numerical processes on the 5-qubit and 7-qubit quantum processors on the IBM Qiskit platform.
  arXiv  Detail & Related papers  (2023-08-28T17:52:47Z)
• Qibolab: an open-source hybrid quantum operating system [28.92075626290617]
  We present Qibolab, an open-source software library for quantum hardware control integrated with the Qibo quantum computing framework. Qibolab provides the software layer required to automatically execute circuit-based algorithms on custom self-hosted quantum hardware platforms.
  arXiv  Detail & Related papers  (2023-08-11T18:00:00Z)
• Towards an open-source framework to perform quantum calibration and characterization [0.251657752676152]
  We present Qibocal, an open-source software package for calibration and characterization of quantum processing units (QPUs) Qibocal is specifically designed for self-hosted QPUs and provides the groundwork to easily develop, deploy and distribute characterization and calibration routines.
  arXiv  Detail & Related papers  (2023-03-18T11:33:39Z)
• QSAN: A Near-term Achievable Quantum Self-Attention Network [73.15524926159702]
  Self-Attention Mechanism (SAM) is good at capturing the internal connections of features. A novel Quantum Self-Attention Network (QSAN) is proposed for image classification tasks on near-term quantum devices.
  arXiv  Detail & Related papers  (2022-07-14T12:22:51Z)
• Quantum Federated Learning with Quantum Data [87.49715898878858]
  Quantum machine learning (QML) has emerged as a promising field that leans on the developments in quantum computing to explore large complex machine learning problems. This paper proposes the first fully quantum federated learning framework that can operate over quantum data and, thus, share the learning of quantum circuit parameters in a decentralized manner.
  arXiv  Detail & Related papers  (2021-05-30T12:19:27Z)
• Tensor Network Quantum Virtual Machine for Simulating Quantum Circuits at Exascale [57.84751206630535]
  We present a modernized version of the Quantum Virtual Machine (TNQVM) which serves as a quantum circuit simulation backend in the e-scale ACCelerator (XACC) framework. The new version is based on the general purpose, scalable network processing library, ExaTN, and provides multiple quantum circuit simulators. By combining the portable XACC quantum processors and the scalable ExaTN backend we introduce an end-to-end virtual development environment which can scale from laptops to future exascale platforms.
  arXiv  Detail & Related papers  (2021-04-21T13:26:42Z)
• Extending C++ for Heterogeneous Quantum-Classical Computing [56.782064931823015]
  qcor is a language extension to C++ and compiler implementation that enables heterogeneous quantum-classical programming, compilation, and execution in a single-source context. Our work provides a first-of-its-kind C++ compiler enabling high-level quantum kernel (function) expression in a quantum-language manner.
  arXiv  Detail & Related papers  (2020-10-08T12:49:07Z)
• QUANTIFY: A framework for resource analysis and design verification of quantum circuits [69.43216268165402]
  QUANTIFY is an open-source framework for the quantitative analysis of quantum circuits. It is based on Google Cirq and is developed with Clifford+T circuits in mind. For benchmarking purposes QUANTIFY includes quantum memory and quantum arithmetic circuits.
  arXiv  Detail & Related papers  (2020-07-21T15:36:25Z)

This list is automatically generated from the titles and abstracts of the papers in this site.

This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.