Dynamic Hierarchical Optimization for Train-to-Train Communication System by Haifeng Song, Mingxuan Xu, Yu Cheng, Xiaoqing Zeng, Hairong Dong

“…The DHA combines the stability of traditional algorithms with the flexibility of machine learning to adapt to changing network topologies. Furthermore, a communication link quality assessment function is proposed based on stochastic network calculus, which accounts for channel randomness, allowing for a more precise adaptation to the actual channel environment. …”
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Using Bioinformatics Approach to Explore the Pharmacological Mechanisms of Multiple Ingredients in Shuang-Huang-Lian by Bai-xia Zhang, Jian Li, Hao Gu, Qiang Li, Qi Zhang, Tian-jiao Zhang, Yun Wang, Cheng-ke Cai

“…As a result, a PPI network was built and the common topological parameters were characterized. The results suggested that the PPI network of SHL exhibited a scale-free property and modular architecture. …”
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An immunoregulation PLGA/Chitosan aligned nanofibers with polydopamine coupling basic fibroblast growth factor and ROS scavenging for peripheral nerve regeneration by Xiaokun Chen, Jihai Xu, Feng Qin, Ziyuan Yang, Xueyuan Li, Miao Yu, Ming Li, Yanhua Wang, Wang Xin

“…Nanofibers with specific topological structures effectively promoted oriented cell growth. …”
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Improvement of Specific Multi-target Tracking Algorithm in Cross-domain Environment by MU Xiaofang, LI Hao, LIU Jiaji, LIU Zhenyu, LI Yue

“…For target cross-domain, camera’s topological sort rules, adjacent cameras un tracking trajectory, as well as the detector YOLOv5 algorithm improvement and the layer-to-layer transfer of information streams, effectively address the multi-scale problems and the unsufficient information extraction problems for small objects, promptly match the tracking objects in adjacent camera, thus improving . the accuracy of multi-target tracking in cross-domain environment. …”
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Bird flock effect-based dynamic community detection: Unravelling network patterns over time by Siti Haryanti Hairol Anuar, Zuraida Abal Abas, Iskandar Waini, Mohd Fariduddin Mukhtar, Zejun Sun, Eko Arip Winanto, Norhazwani Mohd Yunos

“…Community structure is essential for topological analysis, function study, and pattern detection in complex networks. …”
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Atomically engineering interlayer symmetry operations of two-dimensional crystals by Ziyi Han, Shengqiang Wu, Chun Huang, Fengyuan Xuan, Xiaocang Han, Yinfeng Long, Qing Zhang, Junxian Li, Yuan Meng, Lin Wang, Jiahuan Zhou, Wenping Hu, Jingsi Qiao, Dechao Geng, Xiaoxu Zhao

“…Our approach shows a promising strategy for realizing topological phases via stackingtronics.…”
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SNCA: Semi-Supervised Node Classification for Evolving Large Attributed Graphs by Faima Abbasi, Muhammad Muzammal, Qiang Qu, Farhan Riaz, Jawad Ashraf

“…Such inference is performed by way of node classification which aims to deduce the node characteristics based on the topological structure of the graph and signed interactions between the nodes. …”
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An Intelligent Fuzzy-Based Routing Protocol for Vehicular Opportunistic Networks by Ermioni Qafzezi, Kevin Bylykbashi, Shunya Higashi, Phudit Ampririt, Keita Matsuo, Leonard Barolli

“…Opportunistic networks are characterized by intermittent connectivity and dynamic topologies, which pose significant challenges for efficient message delivery, resource management, and routing decision-making. …”
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Designs of Biomaterials and Microenvironments for Neuroengineering by Yanru Yang, Yuhua Zhang, Renjie Chai, Zhongze Gu

“…Recent clinical research on neuroengineering is primarily focused on biocompatible materials, which can be used to provide electroactive and topological cues, regulate the microenvironment, and perform other functions. …”
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Performance analysis of dual stator six‐phase embedded‐pole permanent magnet synchronous motor for electric vehicle application by Raja Ram Kumar, Priyanka Devi, Chandan Chetri, Ankita Kumari, Papu Moni Saikia, Ram Khelawan Saket, Kundan Kumar, Baseem Khan

“…A comparative analysis of two separate motor topologies, namely, dual stator embedded‐pole six‐phase permanent magnet synchronous motor and single stator single rotor surface‐mounted permanent magnet synchronous motor, is accomplished to illustrate the performance superiority of the proposed motor. …”
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First-order phase transition of the Schwinger model with a quantum computer by Takis Angelides, Pranay Naredi, Arianna Crippa, Karl Jansen, Stefan Kühn, Ivano Tavernelli, Derek S. Wang

“…Abstract We explore the first-order phase transition in the lattice Schwinger model in the presence of a topological θ-term by means of the variational quantum eigensolver (VQE). …”
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Bi‐Stable Metamaterials with Intrinsic Memory for Selective Wave Filtering Based on Frequency and Amplitude by Nathan N. Stenseng, Mahmoud M. Samak, Osama R. Bilal

“…., two stable phases), the required conditions are elucidated for a transition wave (i.e., a topological soliton) to nucleate due to harmonic excitation, causing a phase change within our metamaterial. …”
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Design of High-Voltage Switch-Mode Power Amplifier Based on Digital-Controlled Hybrid Multilevel Converter by Yanbin Hou, Wanrong Sun, Aifeng Ren, Shuming Liu

“…Under the control of input signal, cascaded power converters with separate DC sources operate in PSM switch mode to directly generate high-voltage and high-power output. The relevant topological structure, operating principle, and design scheme are introduced. …”
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Fatigue assessment of a FSAE car rear upright by a closed form solution of the critical plane method by A. Chiocca, M. Sgamma, F. Frendo, F. Bucchi, G. Marulo

“…This challenge becomes particularly crucial after topological optimization of components and in the context of lightweight design. …”
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Challenges to adopting adiabatic circuits for systems‐on‐a‐chip by Krishnan S. Rengarajan, Saroj Mondal, Ravindra Kapre

“…The problems in adiabatic logic circuits are described, and solutions are proposed to address them. Three published topologies are considered, namely positive‐feedback adiabatic logic (PFAL), two‐level adiabatic logic (2‐LAL) and clocked adiabatic logic in 40 nm CMOS technology at 100 MHz. …”
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A Cellular Potts model simulating cell migration on and in matrix environments by Marco Scianna, Luigi Preziosi, Katarina Wolf

“…Our modelprovides a strong correlation of the directionality of migrationwith the topological extracellular matrix distribution and abiphasic dependence of migration on the matrix structure, density,adhesion, and stiffness, and, moreover, simulates that celllocomotion in highly constrained fibrillar obstacles requires thedeformation of the cell's nucleus and/or the activity ofcell-derived proteolysis. …”
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Neuroinflammation and ALS: Transcriptomic Insights into Molecular Disease Mechanisms and Therapeutic Targets by Giovanna Morello, Antonio Gianmaria Spampinato, Sebastiano Cavallaro

“…A total of 1573 inflammatory genes were identified as differentially expressed between SALS patients and controls, characterizing distinct topological pathways and networks, suggestive of specific inflammatory molecular signatures for different patient subgroups. …”
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Quantum memory at nonzero temperature in a thermodynamically trivial system by Yifan Hong, Jinkang Guo, Andrew Lucas

“…Known models of passive quantum error correction similarly exhibit thermodynamic phase transitions to a low-temperature phase wherein logical qubits are protected by thermally stable topological order. Here, in contrast, we show that certain families of constant-rate classical and quantum low-density parity check codes have no thermodynamic phase transitions at nonzero temperature, but nonetheless exhibit ergodicity-breaking dynamical transitions: below a critical nonzero temperature, the mixing time of local Gibbs sampling diverges in the thermodynamic limit. …”
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Voltage Profile Analysis in Smart Grids Using Online Estimation Algorithm by P. Raghavendra, Ramakrishna S. S. Nuvvula, Polamarasetty P. Kumar, Dattatraya N. Gaonkar, A. Sathoshakumar, Baseem Khan

“…An algorithm is developed for voltage profile estimation using real-time sensor remote terminal unit (RTU) which takes into account topological characteristics, such as radial structure and high R/X ratio, of the smart distribution grid with DG systems. …”
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Research on Orbital Angular Momentum Mode Detection in an Atmospheric Environment with Fusion Transfer Learning by Chenghu Ke, Youmei Chen, Xizheng Ke

“…This article introduces transfer learning into the field of OAM modal detection and establishes an OAM modal classifier for detecting the topological charge of distorted vortex beams. The influence of different data volumes, turbulence intensities, and propagation distances on the accuracy of OAM modal detection during the transmission of Laguerre Gaussian beams in atmospheric turbulent channels is studied, and the generalization ability of the model is analyzed. …”
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