Perspective on experimental quantum causality

G Carvacho, R Chaves, F Sciarrino - Europhysics Letters, 2019 - iopscience.iop.org
Inferring causal relations from empirical data is a central task in any scientific inquiry. To that
aim, a mathematical theory of causality has been developed, not only stating under which …

Quantifying quantum causal influences

L Hutter, R Chaves, RV Nery, G Moreno, DJ Brod - Physical Review A, 2023 - APS
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 …

Identification of causal influences in quantum processes

I Friend, A Kissinger - arXiv preprint arXiv:2311.08882, 2023 - arxiv.org
Though the topic of causal inference is typically considered in the context of classical
statistical models, recent years have seen great interest in extending causal inference …

Identification of causal influences in quantum processes

I Friend, A Kissinger - Physical Review A, 2024 - APS
Recent years have seen great interest in extending causal inference concepts developed in
the context of classical statistical models to quantum theory. So far, this program has only …

Quantum violation of an instrumental test

R Chaves, G Carvacho, I Agresti, V Di Giulio, L Aolita… - Nature Physics, 2018 - nature.com
Inferring causal relations from experimental observations is of primal importance in science.
Instrumental tests provide an essential tool for that aim, as they allow one to estimate causal …

[HTML][HTML] Causality in the quantum world

J Pienaar - Physics, 2017 - APS
Figure 1: In statistics, causal models can be used to extract cause-effect relationships from
empirical data on a complex system. Existing models, however, do not apply if at least one …

[PDF][PDF] Using interventions to discover quantum causal structure

S Shrapnel - 2016 - core.ac.uk
Identifying causal relations plays an indispensable role in science, economics, medicine
and everyday life. Interventionist causation associates the discovery of such relations with …

[图书][B] Rethinking causality in quantum mechanics

C Giarmatzi - 2019 - books.google.com
Causality is central to understanding the mechanisms of nature: some event" A" is the cause
of another event “B”. Surprisingly, causality does not follow this simple rule in quantum …

Discovering quantum causal models

S Shrapnel - The British Journal for the Philosophy of …, 2019 - journals.uchicago.edu
Abstract Costa and Shrapnel ([2016]) have recently proposed an interventionist theory of
quantum causation. The formalism generalizes the classical methods of Pearl ([2000]) and …

[HTML][HTML] Quantum speedup in the identification of cause–effect relations

G Chiribella, D Ebler - Nature communications, 2019 - nature.com
The ability to identify cause–effect relations is an essential component of the scientific
method. The identification of causal relations is generally accomplished through statistical …