Unsupervised Learning for Distributed Downlink Power Allocation in Cell-Free mMIMO Networks by Mattia Fabiani, Asmaa Abdallah, Abdulkadir Celik, Omer Haliloglu, Ahmed M. Eltawil

“…Furthermore, an LSF-based radio unit (RU) selection algorithm is employed to activate only the contributing RUs, allowing efficient utilization of network resources. …”
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Epigenomic and 3D genomic mapping reveals developmental dynamics and subgenomic asymmetry of transcriptional regulatory architecture in allotetraploid cotton by Xianhui Huang, Yuejin Wang, Sainan Zhang, Liuling Pei, Jiaqi You, Yuexuan Long, Jianying Li, Xianlong Zhang, Longfu Zhu, Maojun Wang

“…Moreover, we construct a comprehensive atlas of putative functional genome elements and discover that 37 cis-regulatory elements (CREs) have selection signals acquired during domestication and improvement. …”
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Developing a novel hybrid model based on GRU deep neural network and Whale optimization algorithm for precise forecasting of river’s streamflow by Amin Gharehbaghi, Redvan Ghasemlounia, Farshad Ahmadi, Rasoul Mirabbasi, Ali Torabi Haghighi

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Comparative Analysis Research Methods of Political Discourse by Ya. Yu. Demkina

“…The use of discourse analysis to study political discourse reveals the functions of discourse, for example, manipulative, selective and combined functions related to political goals. …”
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State of accounting methods and cost of maintenance and improving water management facilities by L.V. Syrovatchenko, T.M. Shapoval

“…The author conducts the survey of the Basin Management of Water Resources in Ukraine on accounting organization. The researcher finds out that the accounting cost of maintaining and improving water management facilities depends on the sources of financing of such costs as general or special funds of budget institutions. …”
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Identification of multiple power quality disturbances in hybrid microgrid using deep stacked auto-encoder based bi-directional LSTM classifier by Ravi Kumar Jalli, Lipsa Priyadarshini, P.K. Dash, Ranjeeta Bisoi

“…Thus to design an effective PQD recognition system, this paper proposes a novel time-frequency analysis method based on adaptively fast complementary ensemble local mean decomposition (AFCELMD) technique that decomposes the multicomponent PQD signal into a series of demodulated product functions (PFs). Out of the several PFs the most sensitive one is selected adaptively and used for feature extraction and classification through a deep stacked auto-encoder (dSAE) hybridized with a time-recursive bi-directional long short term memory (BiLSTM) network classifier. …”
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Construction of a Multi-level Blue-Green Infrastructure Network in a Riverside City: A Case Study of Shaoxing by Meizi Zhou, Yong He, Zhi Qiu

“…To address this gap, this study proposes a framework for constructing a multi-level BGI network. We selected Shaoxing City, a typical riverside city in the Yangtze River Delta region of China, as the study area and integrated water-related ecosystem services into the identification of ecological sources. …”
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Allelic differences in the key genes of betalain biosynthesis in table beet accessions with contrasting root color from the VIR collection by A. S. Mikhailova, D. V. Sokolova, N. A. Shvachko, V. S. Popov, E. K. Khlestkina

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Bovine PMN responses to extracellular vesicles released by Besnoitia besnoiti tachyzoites and B. besnoiti-infected host cells by Gabriel Espinosa, Constanza Salinas-Varas, Lisbeth Rojas-Barón, Christian Preußer, Elke Pogge von Strandmann, Ulrich Gärtner, Iván Conejeros, Carlos Hermosilla, Anja Taubert

“…Therefore, we tested whether exposure of bovine PMN to EVs from different cellular sources affects classical PMN effector functions and cytokine/chemokine secretion. …”
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Evaluation of the Tree Composition Suitability in Srengseng Urban Forest DKI Jakarta Province by Anggi Aprigianti, Denni Susanto, Mukhlison

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Multi-Objective Ore Blending Optimization for Polymetallic Open-Pit Mines Based on Improved Matter-Element Extension Model and NSGA-II by Jun Xiang, Jianhong Chen, Aishu Zhang, Xing Zhao, Shengyuan Zhuo, Shan Yang

“…With the increasing demand for mineral resources, sustainable mining development faces challenges such as low resource utilization efficiency. …”
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Comparison of enrichment methods for efficient nitrogen fixation on a biocathode by Rous, Axel, Santa-Catalina, Gaëlle, Desmond-Le Quémener, Elie, Trably, Eric, Bernet, Nicolas

“…The first enrichment step was specifically designed for the selection of N2-fixing bacteria from soil samples with organic C as electron and carbon source. …”
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Microbial biomass – not diversity – drives soil carbon and nitrogen mineralization in Spanish holm oak ecosystems by Elisa Bruni, Jorge Curiel Yuste, Lorenzo Menichetti, Omar Flores, Daniela Guasconi, Bertrand Guenet, Ana-Maria Hereș, Aleksi Lehtonen, Raisa Mäkipää, Marleen Pallandt, Leticia Pérez-Izquierdo, Etienne Richy, Mathieu Santonja, Boris Tupek, Stefano Manzoni

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井下凿岩机停车制动器的结构设计 by 于升, 张光伟, 郑智良, 俞跻聪

“…In order to protect the environment,the development of mineral resources is more inclined to underground mining,that the mining vehicles is in great demand,and its brake safety is very important.The classification and characteristics of brake are discussed,and the working principle of multi-functional wet-type brake and its key parameters selection process are introduced and the rock drill parking brake is designed.After the installed test,the results show that the brakes meet the rock drill parking brake and emergency brake requirements.…”
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NURSING CARE FOR THE COMFORT OF HOSPITALIZED PATIENTS by Pepa Dzhedzheva

“…Material and methods: the present study is based on the search, selection and critical review of scientific articles and other source documents related to the definition of the concept of comfort in healthcare; factors influencing the comfort of hospitalized patients; importance of comfort in the healing process and nursing care for its improvement. …”
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German Colonists of Northwest Russia in Conditions of Post-Revolutionary Reality (1918-1922) by V. N. Shaidurov, V. A. Lomanov

“…The condition and functioning of German farms largely depended on the extraordinary revolutionary economic measures carried out by the Bolsheviks within the framework of equalizing land use and “war communism”, where the German village was considered as an easily accessible and high-performance source of agricultural resources for the Red Army and the urban population, which resulted in an excessively high economic burden on the colonies and a selective approach to accounting for national the specifics of the economic life of the Germans and their current economic opportunities. …”
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Spectral Properties of Suprathermal Protons Associated with Interplanetary Shocks from WIND/STICS Data by Johann Rubens Mejia-Ott, Brent M. Randol

“…“Suprathermal” designates energies above the bulk, “thermal” solar wind, including inner-source pickup ions, cometary ions, solar energetic particles, and suprathermal tail particles. …”
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Native versus non-native Prosopis woody species: Which fertilize the soil better? by Moslehi Maryam, Ahmadi Farzad, Matinizadeh Mohammad, Sadeghi Seyed Mousa, Izadi Masoumeh, Faunae Nafiseh, Alizadeh Tahereh, Shackleton Ross T.

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Real-World Efficacy of Explainable Artificial Intelligence using the SAGE Framework and Scenario-Based Design by Eleanor Mill, Wolfgang Garn, Chris Turner

“…Using the principles of scenario-based design, it amalgamates two independent real-world sources to establish a realistic card fraud prediction scenario. …”
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A New Approach to the Zero Subject in English by E. J. Ibragimova, T. V. Shulzhenko, A. А. Shumkov

“…The examples illustrating the functional features of the searched subject in English interrogative sentence were selected by means of the method of continuous sampling from 7 corpora. …”
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