Closing Bell: Boxing black box simulations in the resource theory of contextuality
Rui Soares Barbosa, Martti Karvonen, Shane Mansfield

TL;DR
This paper explores the sheaf-theoretic framework for contextuality, focusing on resource-theoretic aspects, and introduces a new categorical construction to characterize classical transformations between empirical models.
Contribution
It introduces a novel 'hom' scenario construction that characterizes classical transformations in the resource theory of contextuality using non-contextual models.
Findings
Constructed a new 'hom' scenario for empirical models
Characterized classical transformations as induced by non-contextual models
Provided a closed structure on the category of measurement scenarios
Abstract
This chapter contains an exposition of the sheaf-theoretic framework for contextuality emphasising resource-theoretic aspects, as well as some original results on this topic. In particular, we consider functions that transform empirical models on a scenario S to empirical models on another scenario T, and characterise those that are induced by classical procedures between S and T corresponding to 'free' operations in the (non-adaptive) resource theory of contextuality. We construct a new 'hom' scenario built from S and T, whose empirical models induce such functions. Our characterisation then boils down to being induced by a non-contextual model. We also show that this construction on scenarios provides a closed structure on the category of measurement scenarios.
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Taxonomy
TopicsPhilosophy and History of Science · Complex Systems and Decision Making · Bayesian Modeling and Causal Inference
