Abstract Let$$\phi $$ be a positive map from the$$n\times n$$ matrices$$\mathcal {M}_n$$ to the$$m\times m$$ matrices$$\mathcal {M}_m$$ . It is known that$$\phi $$ is 2-positive if and only if for all$$K\in \mathcal {M}_n$$ and all strictly positive$$X\in \mathcal {M}_n$$ ,$$\phi (K^*X^{-1}K) \geqslant \phi (K)^*\phi (X)^{-1}\phi (K)$$ . This inequality is not generally true if$$\phi $$ is merely a Schwarz map. We show that the corresponding tracial inequality$${{\,\textrm{Tr}\,}}[\phi (K^*X^{-1}K)] \geqslant {{\,\textrm{Tr}\,}}[\phi (K)^*\phi (X)^{-1}\phi (K)]$$ holds for a wider class of positive maps that is specified here. We also comment on the connections of this inequality with various monotonicity statements that have found wide use in mathematical physics, and apply it, and a close relative, to obtain some new, definitive results. 
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                    This content will become publicly available on June 1, 2026
                            
                            Universal coarse geometry of spin systems
                        
                    
    
            Abstract The prospect of realizing highly entangled states on quantum processors with fundamentally different hardware geometries raises the question: to what extent does a state of a quantum spin system have an intrinsic geometry? In this paper, we propose that both states and dynamics of a spin system have a canonically associatedcoarse geometry, in the sense of Roe, on the set of sites in the thermodynamic limit. For a state$$\phi $$ on an (abstract) spin system with an infinite collection of sitesX, we define a universal coarse structure$$\mathcal {E}_{\phi }$$ on the setXwith the property that a state has decay of correlations with respect to a coarse structure$$\mathcal {E}$$ onXif and only if$$\mathcal {E}_{\phi }\subseteq \mathcal {E}$$ . We show that under mild assumptions, the coarsely connected completion$$(\mathcal {E}_{\phi })_{con}$$ is stable under quasi-local perturbations of the state$$\phi $$ . We also develop in parallel a dynamical coarse structure for arbitrary quantum channels, and prove a similar stability result. We show that several order parameters of a state only depend on the coarse structure of an underlying spatial metric, and we establish a basic compatibility between the dynamical coarse structure associated with a quantum circuit$$\alpha $$ and the coarse structure of the state$$\psi \circ \alpha $$ where$$\psi $$ is any product state. 
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                            - Award ID(s):
- 2247202
- PAR ID:
- 10618296
- Publisher / Repository:
- Springer Nature Link
- Date Published:
- Journal Name:
- Letters in Mathematical Physics
- Volume:
- 115
- Issue:
- 3
- ISSN:
- 1573-0530
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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