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We revisit the measurement-induced phase transition (MPT) in Clifford circuits, which are both classically simulable and exhibit critical behavior widely believed to be distinct from classical percolation theory, using ZX calculus. We analyze the MPT in a dynamical model composed of controlled not (cnot) gates, SWAP gates, identity gates, and Bell-pair measurements, respectively, arranged randomly in a brickwork pattern. Our circuits exhibit a transition that is seemingly distinct from classical percolation based on standard arguments, that is in line with the prevailing understanding in the field. In contrast, by employing ZX-calculus based simplification techniques, we unveil a hidden percolation transition within the circuit structure. We demonstrate that the classical percolation transition in the ZX-simplified network coincides with the MPT observed through mutual information. Our findings suggest that the MPT in Clifford circuits is, in fact, controlled by a classical percolation transition in disguise.
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http://dx.doi.org/10.1103/mgy3-kr71 | DOI Listing |
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September 2025
State Key Laboratory of Functional Materials and Devices for Special Environments Conditions, Xinjiang Key Laboratory of Electronic Information Materials and Devices, Xinjiang Technical Institute of Physics and Chemistry of CAS, Urumqi, 830011, P. R. China.
Owing to its wide bandgap, LaAlO has garnered extensive attention in the field of high-temperature negative temperature coefficient (NTC) thermistors. However, its poor thermal stability and excessively high B value limit the working temperature range. In this work, introducing O 2p and Ni 3d hybrid energy levels into the bandgap is proposed via Ni doping and inducing stacking faults in the crystal structure to narrow the bandgap and enhance aging performance.
View Article and Find Full Text PDFACS Appl Mater Interfaces
September 2025
L. V. Pisarzhevsky Institute of Physical Chemistry of NASU SE "RADMA", 31, pr. Nauky ave, Kyiv 03680, Ukraine.
The effect of electron irradiation ( = 1.8 MeV) on the optical properties of polyethylene glycol 400-multiwalled carbon nanotube (PEG-400/MWCNT) nanocomposite films was studied within an absorbed dose range of 0 to 0.4 MGy.
View Article and Find Full Text PDFSci Adv
September 2025
Biofisika Institutua (UPV/EHU, CSIC) and Fundacion Biofisica Bizkaia, Leioa E-48940, Spain.
Intercellular cross-talk is essential for the adaptation capabilities of populations of cells. While direct diffusion-driven cell-to-cell exchanges are difficult to map, current nanotechnology enables one to probe single-cell exchanges with the medium. We introduce a mathematical method to reconstruct the dynamic unfolding of intercellular exchange networks from these data, applying it to an experimental coculture system.
View Article and Find Full Text PDFAdv Mater
August 2025
School of Physics, State Key Laboratory of Crystal Materials, Shandong University, Jinan, Shandong, 250100, China.
The incorporation of thick active layers (>300 nm) is an essential requirement for wide-scale industrial production of organic solar cells (OSCs). However, it is still challenging to achieve efficient thick film devices, in particular for all-polymer OSCs, which are generally considered the most stable type of OSCs. In this study, a simple yet effective method is introduced by using a direct current (DC) field to manipulate the morphology of bulk heterojunction (BHJ) films within all-polymer OSCs during a blade coating process.
View Article and Find Full Text PDFNat Commun
August 2025
Center for Complex Networks and Systems Research, Luddy School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN, USA.
Percolation theory has been proven useful to study the robustness of supply-and-demand networks (SDNs) such as transportation and communication infrastructures. Here, we show that it can also be leveraged to understand how resources of SDNs are utilized, and eventually depleted. We introduce a model where rational agents consume network's edges along demanded minimum-cost paths.
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