Conditional Mutual Information and Information-Theoretic Phases of Decohered Gibbs States

Conditional mutual information (CMI) is a widely studied multipartite correlation measure with a connection to the Markov property. Intriguingly, CMI can be generated by local dissipation, a phenomenon closely related to teleportation. The onset of long-range CMI corresponds to an information-theoretic mixed-state phase transition, with far-ranging implications for phase transitions, decoding, and state compressions. Little is known, however, about the conditions under which dissipation can generate long-range CMI. In this Letter, we provide the first rigorous results in this direction. We establish that CMI in high-temperature commuting Gibbs states subject to local dissipation decays exponentially under certain mild restrictions. Conversely, we show that the same setup can sustain long-range CMI at low temperatures. Our results establish the existence of finite-temperature information-theoretic phase transitions even in models that have no finite-temperature thermodynamic phase transitions.

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Publication Details

Journal
Physical Review Letters
Published
2025-10-14
DOI
https://doi.org/10.1103/cjkh-1z6c
Citations
1
Primary Topic
Quantum Information and Cryptography
Type
article
Field-Weighted Citation Impact
2.48
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article

Conditional Mutual Information and Information-Theoretic Phases of Decohered Gibbs States

Y. Zhang, Sarang Gopalakrishnan
1 citations
Physical Review Letters
Quantum Information and Cryptography
2.48
article

Conditional Mutual Information and Information-Theoretic Phases of Decohered Gibbs States

Y. Zhang, Sarang Gopalakrishnan
article en
1 citations

Abstract

Conditional mutual information (CMI) is a widely studied multipartite correlation measure with a connection to the Markov property. Intriguingly, CMI can be generated by local dissipation, a phenomenon closely related to teleportation. The onset of long-range CMI corresponds to an information-theoretic mixed-state phase transition, with far-ranging implications for phase transitions, decoding, and state compressions. Little is known, however, about the conditions under which dissipation can generate long-range CMI. In this Letter, we provide the first rigorous results in this direction. We establish that CMI in high-temperature commuting Gibbs states subject to local dissipation decays exponentially under certain mild restrictions. Conversely, we show that the same setup can sustain long-range CMI at low temperatures. Our results establish the existence of finite-temperature information-theoretic phase transitions even in models that have no finite-temperature thermodynamic phase transitions.

Physical Review LettersVol. 135(16)
Princeton University (US)
Openalex Percentile: Top 8%
Quantum Information and Cryptography
2.48
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Conditional Mutual Information and Information-Theoretic Phases of Decohered Gibbs States — Y. Zhang, Sarang Gopalakrishnan · Physical Review Letters (2025) | TGRS Research Map | TGRS