Quantifying quantum causal influences

Bibliographic Details
Main Author: Hutter, Lucas
Publication Date: 2023
Other Authors: Araújo, Rafael Chaves Souto, Nery, Ranieri Vieira, Moreno Filho, Marcos George Magalhães, Brod, Daniel Jost
Format: Article
Language: eng
Source: Repositório Institucional da UFRN
dARK ID: ark:/41046/001300000vxnj
Download full: https://repositorio.ufrn.br/handle/123456789/63521
Summary: Causal influences are at the core of any empirical science, the reason why its quantification is of paramount relevance for the mathematical theory of causality and applications. Quantum correlations, however, challenge our notion of cause and effect, implying that tools and concepts developed over the years having in mind a classical world have to be reevaluated in the presence of quantum effects. Here, we propose the quantum version of the most common causality quantifier, the average causal effect, measuring how much a target quantum system is changed by interventions on its presumed cause. Not only does it offer an innate manner to quantify causation in two-qubit gates but also in alternative quantum computation models such as the measurement-based version, suggesting that causality can be used as a proxy for optimizing quantum algorithms. Considering quantum teleportation, we show that any pure entangled state offers an advantage in terms of causal effects as compared to separable states. This broadness of different uses showcases that, just as in the classical case, the quantification of causal influence has foundational and applied consequences and can lead to a yet totally unexplored tool for quantum information science
id UFRN_b35f13c320cd6c63ccec699f65cbb3d0
oai_identifier_str oai:repositorio.ufrn.br:123456789/63521
network_acronym_str UFRN
network_name_str Repositório Institucional da UFRN
repository_id_str
spelling Quantifying quantum causal influencesQuantum circuitsCircuitos quânticosQuantum foundationsFundações quânticasQuantum gatesPortões quânticosQuantum teleportationTeletransporte quânticoCausal influences are at the core of any empirical science, the reason why its quantification is of paramount relevance for the mathematical theory of causality and applications. Quantum correlations, however, challenge our notion of cause and effect, implying that tools and concepts developed over the years having in mind a classical world have to be reevaluated in the presence of quantum effects. Here, we propose the quantum version of the most common causality quantifier, the average causal effect, measuring how much a target quantum system is changed by interventions on its presumed cause. Not only does it offer an innate manner to quantify causation in two-qubit gates but also in alternative quantum computation models such as the measurement-based version, suggesting that causality can be used as a proxy for optimizing quantum algorithms. Considering quantum teleportation, we show that any pure entangled state offers an advantage in terms of causal effects as compared to separable states. This broadness of different uses showcases that, just as in the classical case, the quantification of causal influence has foundational and applied consequences and can lead to a yet totally unexplored tool for quantum information sciencePhysical Review A2025-04-24T20:32:22Z2025-04-24T20:32:22Z2023-08-28info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfHUTTER, Lucas; ARAUJO, Rafael Chaves Souto; NERY, Ranieri Vieira; MORENO FILHO, Marcos George Magalhães; BROD, Daniel Jost. Quantifying quantum causal influences. Phisycal Review A, v. 108, p. 022222, 2023. DOI 10.1103/PhysRevA.108.022222. Disponível em: https://journals.aps.org/pra/abstract/10.1103/PhysRevA.108.022222. Acesso em: 18 mar. 2025.e2469-9934https://repositorio.ufrn.br/handle/123456789/6352110.1103/PhysRevA.108.022222ark:/41046/001300000vxnjHutter, LucasAraújo, Rafael Chaves SoutoNery, Ranieri VieiraMoreno Filho, Marcos George MagalhãesBrod, Daniel Jostengreponame:Repositório Institucional da UFRNinstname:Universidade Federal do Rio Grande do Norte (UFRN)instacron:UFRNinfo:eu-repo/semantics/openAccess2025-04-24T20:33:06Zoai:repositorio.ufrn.br:123456789/63521Repositório InstitucionalPUBhttp://repositorio.ufrn.br/oai/repositorio@bczm.ufrn.bropendoar:2025-04-24T20:33:06Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)false
dc.title.none.fl_str_mv Quantifying quantum causal influences
title Quantifying quantum causal influences
spellingShingle Quantifying quantum causal influences
Hutter, Lucas
Quantum circuits
Circuitos quânticos
Quantum foundations
Fundações quânticas
Quantum gates
Portões quânticos
Quantum teleportation
Teletransporte quântico
title_short Quantifying quantum causal influences
title_full Quantifying quantum causal influences
title_fullStr Quantifying quantum causal influences
title_full_unstemmed Quantifying quantum causal influences
title_sort Quantifying quantum causal influences
author Hutter, Lucas
author_facet Hutter, Lucas
Araújo, Rafael Chaves Souto
Nery, Ranieri Vieira
Moreno Filho, Marcos George Magalhães
Brod, Daniel Jost
author_role author
author2 Araújo, Rafael Chaves Souto
Nery, Ranieri Vieira
Moreno Filho, Marcos George Magalhães
Brod, Daniel Jost
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Hutter, Lucas
Araújo, Rafael Chaves Souto
Nery, Ranieri Vieira
Moreno Filho, Marcos George Magalhães
Brod, Daniel Jost
dc.subject.por.fl_str_mv Quantum circuits
Circuitos quânticos
Quantum foundations
Fundações quânticas
Quantum gates
Portões quânticos
Quantum teleportation
Teletransporte quântico
topic Quantum circuits
Circuitos quânticos
Quantum foundations
Fundações quânticas
Quantum gates
Portões quânticos
Quantum teleportation
Teletransporte quântico
description Causal influences are at the core of any empirical science, the reason why its quantification is of paramount relevance for the mathematical theory of causality and applications. Quantum correlations, however, challenge our notion of cause and effect, implying that tools and concepts developed over the years having in mind a classical world have to be reevaluated in the presence of quantum effects. Here, we propose the quantum version of the most common causality quantifier, the average causal effect, measuring how much a target quantum system is changed by interventions on its presumed cause. Not only does it offer an innate manner to quantify causation in two-qubit gates but also in alternative quantum computation models such as the measurement-based version, suggesting that causality can be used as a proxy for optimizing quantum algorithms. Considering quantum teleportation, we show that any pure entangled state offers an advantage in terms of causal effects as compared to separable states. This broadness of different uses showcases that, just as in the classical case, the quantification of causal influence has foundational and applied consequences and can lead to a yet totally unexplored tool for quantum information science
publishDate 2023
dc.date.none.fl_str_mv 2023-08-28
2025-04-24T20:32:22Z
2025-04-24T20:32:22Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv HUTTER, Lucas; ARAUJO, Rafael Chaves Souto; NERY, Ranieri Vieira; MORENO FILHO, Marcos George Magalhães; BROD, Daniel Jost. Quantifying quantum causal influences. Phisycal Review A, v. 108, p. 022222, 2023. DOI 10.1103/PhysRevA.108.022222. Disponível em: https://journals.aps.org/pra/abstract/10.1103/PhysRevA.108.022222. Acesso em: 18 mar. 2025.
e2469-9934
https://repositorio.ufrn.br/handle/123456789/63521
10.1103/PhysRevA.108.022222
dc.identifier.dark.fl_str_mv ark:/41046/001300000vxnj
identifier_str_mv HUTTER, Lucas; ARAUJO, Rafael Chaves Souto; NERY, Ranieri Vieira; MORENO FILHO, Marcos George Magalhães; BROD, Daniel Jost. Quantifying quantum causal influences. Phisycal Review A, v. 108, p. 022222, 2023. DOI 10.1103/PhysRevA.108.022222. Disponível em: https://journals.aps.org/pra/abstract/10.1103/PhysRevA.108.022222. Acesso em: 18 mar. 2025.
e2469-9934
10.1103/PhysRevA.108.022222
ark:/41046/001300000vxnj
url https://repositorio.ufrn.br/handle/123456789/63521
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Physical Review A
publisher.none.fl_str_mv Physical Review A
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFRN
instname:Universidade Federal do Rio Grande do Norte (UFRN)
instacron:UFRN
instname_str Universidade Federal do Rio Grande do Norte (UFRN)
instacron_str UFRN
institution UFRN
reponame_str Repositório Institucional da UFRN
collection Repositório Institucional da UFRN
repository.name.fl_str_mv Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)
repository.mail.fl_str_mv repositorio@bczm.ufrn.br
_version_ 1839178776858066944