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Quantum Accelerated De Novo DNA Sequence Reconstruction

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QuASeR: Quantum Accelerated De Novo DNA Sequence Reconstruction

Abstract

In this article, we present a reference-free DNA sequence reconstruction implementation via de novo assembly on both gate-based and quantum annealing platforms. Each one of the four steps of the implementation (TSP, QUBO, Hamiltonians and QAOA) is explained with simple proof-of-concept examples to target both the genomics research community and quantum application developers in a self-contained manner. The details of the implementation are discussed for the various layers of the quantum full-stack accelerator design. We also highlight the limitations of current classical simulation and available quantum hardware systems.

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Users can acknowledge the algorithm and experiments in this repository by including our pre-print as a reference in their work. It is submitted to PLOS One.

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  • Python 95.6%
  • OpenQASM 4.4%