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140411 - Quantum channel simulation of phylogenetic branching models - ArXiv.pdf (203.73 kB)

Quantum channel simulation of phylogenetic branching models

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journal contribution
posted on 2023-05-20, 16:56 authored by Ellinas, D, Peter JarvisPeter Jarvis
Quantum channel simulations constructing probability tensors for biological multi-taxa in phylogenetics are proposed. These are given in terms of positive trace preserving maps (quantum channels), operating on quantum density matrices, using evolving systems of quantum walks with multiple walkers. Simulation of a variety of standard phylogenetic branching models, applying on trees of various topologies, is constructed using appropriate decoherent quantum circuits. For the sequences of biological characters so modelled, quantum simulations of statistical inference for them are constructed, given appropriate aligned molecular sequence data. This is achieved by the introduction of a quantum pruning map, operating on likelihood operator observables, utilizing state-observable duality and quantum measurement theory. More general stategies for related quantum simulation targets are also discussed.

Funding

Australian Research Council

History

Publication title

Journal of Physics A: Mathematical and Theoretical

Volume

52

Issue

11

Article number

115601

Number

115601

Pagination

1-11

ISSN

1751-8113

Department/School

School of Natural Sciences

Publisher

Institute of Physics Publishing Ltd.

Place of publication

United Kingdom

Rights statement

Copyright 2019 IOP Publishing Ltd.

Repository Status

  • Open

Socio-economic Objectives

Expanding knowledge in the biological sciences; Expanding knowledge in the mathematical sciences; Expanding knowledge in the physical sciences