We investigate prime factorization from two perspectives: quantum annealing
and computational algebraic geometry, specifically Gr\"obner bases. We present
a novel scalable algorithm which combines the two approaches and leads to the
factorization of all bi-primes up to just over 200000, the largest number
factored to date using a quantum processor.
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