Strategic Plan for Neutral Atom Quantum Computation
- URL: http://arxiv.org/abs/2607.21554v1
- Date: Thu, 23 Jul 2026 17:36:19 GMT
- Title: Strategic Plan for Neutral Atom Quantum Computation
- Abstract summary: We present a strategic plan for neutral atom quantum computation, bringing together hardware development and theory advancements.<n>The concept of practical quantum advantage is defined, along with how to verify claims of advantage, and approaches to designing quantum algorithms that deliver practical advantage.
- Score: 84.56908019536233
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We present a strategic plan for neutral atom quantum computation, bringing together hardware development and theory advancements to achieve the goal of practical quantum advantage. The concept of practical quantum advantage is defined, along with how to verify claims of advantage, and approaches to designing quantum algorithms that deliver practical advantage. Future directions for neutral atom quantum processor hardware are described: scaling-up system size, Qubit encodings and atomic platforms, going further below threshold with neutral-atom logical-qubit performance, continuous reloading of qubits, and fast readout. We also explore opportunities for scalable integrated photonic control technologies. Alongside hardware advancements, new developments in quantum error correction and compilation of quantum circuits are proposed. Finally, we examine the opportunity of networking multiple neutral atom quantum processors together to perform distributed quantum computing and overcome possible limitations of a single system.
Related papers
- Digital quantum simulation of many-body systems: Making the most of intermediate-scale, noisy quantum computers [51.56484100374058]
This thesis is centered around simulating quantum dynamics on quantum devices.<n>We present an overview of the most relevant quantum algorithms for quantum dynamics.<n>We identify relevant problems within quantum dynamics that could benefit from quantum simulation in the near future.
arXiv Detail & Related papers (2025-08-29T10:37:19Z) - Quantum Algorithms Without Coherent Quantum Access [0.0]
Most quantum speedups rely on a subroutine in which classical information can be accessed in a coherent quantum manner.<n>It has been shown that without such an access, the quantum computer cannot be stronger than the classical counterparts.<n>In this work, we develop several variants of quantum algorithms.
arXiv Detail & Related papers (2025-03-04T11:24:28Z) - Research on quantum compilation of neutral atom quantum computing platform [0.0]
Neutral atom quantum computing platform is a quantum computing implementation method with high controllability and scalability.<n>We systematically review the quantum compilation methods based on matrix decomposition, and propose a compilation algorithm suitable for neutral atom quantum computing.
arXiv Detail & Related papers (2025-01-09T14:20:32Z) - How to Build a Quantum Supercomputer: Scaling from Hundreds to Millions of Qubits [3.970891204847277]
Small-scale demonstrations have become possible for quantum algorithmic primitives on hundreds of physical qubits.<n>We show how the road to scaling could be paved by adopting existing semiconductor technology to build much higher-quality qubits.<n>We argue that, to tackle industry-scale classical optimization and machine learning problems, heterogeneous quantum-probabilistic computing with custom-designed accelerators should be considered.
arXiv Detail & Related papers (2024-11-15T18:22:46Z) - Mixed-Dimensional Qudit State Preparation Using Edge-Weighted Decision Diagrams [3.393749500700096]
Quantum computers have the potential to solve intractable problems.
One key element to exploiting this potential is the capability to efficiently prepare quantum states for multi-valued, or qudit, systems.
In this paper, we investigate quantum state preparation with a focus on mixed-dimensional systems.
arXiv Detail & Related papers (2024-06-05T18:00:01Z) - A Quantum-Classical Collaborative Training Architecture Based on Quantum
State Fidelity [50.387179833629254]
We introduce a collaborative classical-quantum architecture called co-TenQu.
Co-TenQu enhances a classical deep neural network by up to 41.72% in a fair setting.
It outperforms other quantum-based methods by up to 1.9 times and achieves similar accuracy while utilizing 70.59% fewer qubits.
arXiv Detail & Related papers (2024-02-23T14:09:41Z) - Quantivine: A Visualization Approach for Large-scale Quantum Circuit
Representation and Analysis [31.203764035373677]
We develop Quantivine, an interactive system for exploring and understanding quantum circuits.
A series of novel circuit visualizations are designed to uncover contextual details such as qubit provenance, parallelism, and entanglement.
The effectiveness of Quantivine is demonstrated through two usage scenarios of quantum circuits with up to 100 qubits.
arXiv Detail & Related papers (2023-07-18T04:51:28Z) - Optimal Stochastic Resource Allocation for Distributed Quantum Computing [50.809738453571015]
We propose a resource allocation scheme for distributed quantum computing (DQC) based on programming to minimize the total deployment cost for quantum resources.
The evaluation demonstrates the effectiveness and ability of the proposed scheme to balance the utilization of quantum computers and on-demand quantum computers.
arXiv Detail & Related papers (2022-09-16T02:37:32Z) - Hardware-Efficient, Fault-Tolerant Quantum Computation with Rydberg
Atoms [55.41644538483948]
We provide the first complete characterization of sources of error in a neutral-atom quantum computer.
We develop a novel and distinctly efficient method to address the most important errors associated with the decay of atomic qubits to states outside of the computational subspace.
Our protocols can be implemented in the near-term using state-of-the-art neutral atom platforms with qubits encoded in both alkali and alkaline-earth atoms.
arXiv Detail & Related papers (2021-05-27T23:29:53Z) - Experimental Quantum Generative Adversarial Networks for Image
Generation [93.06926114985761]
We experimentally achieve the learning and generation of real-world hand-written digit images on a superconducting quantum processor.
Our work provides guidance for developing advanced quantum generative models on near-term quantum devices.
arXiv Detail & Related papers (2020-10-13T06:57:17Z) - Quantum computing with neutral atoms [0.0]
We review the main characteristics of neutral atom quantum processors from atoms / qubits to application interfaces.
We show how applications ranging from optimization challenges to simulation of quantum systems can be explored.
We give evidence of the intrinsic scalability of neutral atom quantum processors in the 100-1,000 qubits range.
arXiv Detail & Related papers (2020-06-22T15:09:01Z)
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.