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JPMorgan Chase and AWS study the prospects for quantum speedups with near-term Rydberg atom arrays

Quantum Computing Blog



This blog post describes a joint study between the Amazon Quantum Solutions Lab and JPMorgan Chase to assess the hardness of the maximum independent set problem on unit-disk graphs (MIS-UD), which is a crucial problem for potential quantum speedups using Rydberg atom arrays.

Specifically, the article covers:

  • Background on the MIS-UD problem and its importance for quantum advantage
  • Problem formulation and figures of merit to assess hardness
  • Overview of the algorithmic tool suite used, including exact solvers and heuristics
  • Numerical results on time-to-solution scaling, hardness parameter dependence, and tuning problem hardness
  • Conclusion and takeaways on prospects for quantum speedups


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