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Quantum Computing for High-Energy Physics: State of the Art and Challenges

169
Citations
August 5, 2024
Published Date

Research Abstract & Technology Focus

Quantum computers offer an intriguing path for a paradigmatic change of computing in the natural sciences and beyond, with the potential for achieving a so-called quantum advantage—namely, a significant (in some cases exponential) speedup of numerical simulations. The rapid development of hardware devices with various realizations of qubits enables the execution of small-scale but representative applications on quantum computers. In particular, the high-energy physics community plays a pivotal role in accessing the power of quantum computing, since the field is a driving source for challenging computational problems. This concerns, on the theoretical side, the exploration of models that are very hard or even impossible to address with classical techniques and, on the experimental side, the enormous data challenge of newly emerging experiments, such as the upgrade of the Large Hadron Collider. In this Roadmap paper, led by CERN, DESY, and IBM, we provide the status of high-energy physics quantum computations and give examples of theoretical and experimental target benchmark applications, which can be addressed in the near future. Having in mind hardware with about 100 qubits capable of executing several thousand two-qubit gates, where possible, we also provide resource estimates for the examples given using error-mitigated quantum computing. The ultimate declared goal of this task force is therefore to trigger further research in the high-energy physics community to develop interesting use cases for demonstrations on near-term quantum computers.




Published by the American Physical Society
2024
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Frequently Asked Questions (FAQ)

Curated market intelligence mapped to this research.

What is the core focus of the research titled 'Quantum Computing for High-Energy Physics: State of the Art and Challenges'?

This literature focuses on: Quantum computers offer an intriguing path for a paradigmatic change of computing in the natural sciences and beyond, with the potential for achieving a so-called quantum advantage—namely, a significant (in some cases exponential) speedup of numer...

Are there open-source GitHub repositories related to Quantum Computing for High-Energy Physics: State of the Art and Challenges?

Yes, open-source projects like QuipNetwork/xq-rs (A rust implementation of the Quip Network's quantum virtual machine.) are actively building upon these concepts.

What other academic literature is closely related to 'Quantum Computing for High-Energy Physics: State of the Art and Challenges'?

Yes, highly correlated activity was mapped. An entry titled 'Quantum Computing for High-Energy Physics: State of the Art and Challenges' discusses this: Quantum computers offer an intriguing path for a paradigmatic change of computing in the natural sciences and beyond, with the potential for achiev...

How is the concept of 'Quantum Computing for High-Energy Physics: State of the Art and Challenges' being discussed by engineers on Hacker News?

Yes, highly correlated activity was mapped. An entry titled 'Show HN: Open-source distributed quantum compute network' discusses this: Quip.Network addresses a critical bottleneck in quantum computing: limited access to expensive, proprietary hardware and inefficient utilization of...

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Commercial Realization

Startups and Open Source tools heavily associated with the concepts explored in this paper.

  • GitHub
    QuipNetwork/xq-rs
    A rust implementation of the Quip Network's quantum virtual machine.
  • GitHub
    QuipNetwork/xq-py
    A python implementation of the Quip Network's quantum virtual machine

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