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Synthesis of Hidden Subgroup Quantum Algorithms and Quantum Chemical Dynamics.

Srinivasan S IyengarAnup KumarDebadrita SahaAmr Sabry
Published in: Journal of chemical theory and computation (2023)
We describe a general formalism for quantum dynamics and show how this formalism subsumes several quantum algorithms, including the Deutsch, Deutsch-Jozsa, Bernstein-Vazirani, Simon, and Shor algorithms as well as the conventional approach to quantum dynamics based on tensor networks. The common framework exposes similarities among quantum algorithms and natural quantum phenomena: we illustrate this connection by showing how the correlated behavior of protons in water wire systems that are common in many biological and materials systems parallels the structure of Shor's algorithm.
Keyphrases
  • molecular dynamics
  • machine learning
  • deep learning
  • energy transfer
  • monte carlo
  • randomized controlled trial