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High Energy Physics - Theory

Title: Ising Machines for Diophantine Problems in Physics

Abstract: Diophantine problems arise frequently in physics, in for example anomaly cancellation conditions, string consistency conditions and so forth. We present methods to solve such problems to high order on annealers that are based on the quadratic Ising Model. This is the intrinsic framework for both quantum annealing and for common forms of classical simulated annealing. We demonstrate the method on so-called Taxicab numbers (discovering some apparently new ones), and on the realistic problem of anomaly cancellation in $U(1)$ extensions of the Standard Model.
Comments: 13 pages, 5 figures
Subjects: High Energy Physics - Theory (hep-th); Mathematical Physics (math-ph); Computational Physics (physics.comp-ph); Quantum Physics (quant-ph)
DOI: 10.1002/prop.202200114
Report number: IPPP/22/38
Cite as: arXiv:2206.09956 [hep-th]
  (or arXiv:2206.09956v2 [hep-th] for this version)

Submission history

From: Steven Abel [view email]
[v1] Mon, 20 Jun 2022 18:33:26 GMT (10330kb,D)
[v2] Tue, 19 Jul 2022 11:15:04 GMT (10330kb,D)

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