Application of evolutionary algorithm in estimation of environmental performance in farm systems by Srđan Jović, Dalibor Radovanović, Dušan Marković

“…Evolutionary algorithm (EA) can be employed in these problems because they can simultaneously focus on two or more objective functions. Multi-objective genetic algorithm (MOGA) as one of the EAs was selected and wheat as one of the most important strategic crops was chosen in order to test the application of these algorithms in farm systems. …”
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Early Bearing Fault Diagnosis in PMSMs Based on HO-VMD and Weighted Evidence Fusion of Current–Vibration Signals by Xianwu He, Xuhui Liu, Cheng Lin, Minjie Fu, Jiajin Wang, Jian Zhang

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Monitoring and Forecasting the Dynamics of the Incidence of COVID-19 in Moscow: 2020–2021 by A. V. Sokolov, L. A. Sokolova

“…The aim of this study is to build a set of models (in line with current knowledge and data) to identify the functions that drive the dynamics of a pandemic and analyze the possibilities for making predictions. …”
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Territorial Self-Government: From Local Communities to Self-Governing Community by O. M. Roy

“…Recognizing these characteristics will help establish stable boundaries for the activities of self-governing communities using the so-called Functional Self-Governance Limit (FSG). This concept is necessary for evaluating (within socially accepted and rational limits) the costs of using a centralized governance model versus resolving community issues primarily through internal resources. …”
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Assessing Differences and Implications of Two Methods for Calculating Outcomes in the Lower Quarter Y-Balance Test by Natalia Sokulska, Bartosz Zając, Paulina Katarzyna Gaj

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Optimal extraction of a polysaccharide with antioxidant and hypoglycemic activities from the root of Radix Puerariae lobatae (Willd.) Ohwi by Jingjing Fang, Yijun Zhang, Yuqing Liu, Wen Cao, Qiuyue Lv, Jiangping Wu, Guodong Wang, Jun Han

“…Radix Pueraria lobata has been recognized as a medicine and functional food, whose polysaccharide is its main bioactive component. …”
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Metaproteomics in the One Health framework for unraveling microbial effectors in microbiomes by Robert Heyer, Maximilian Wolf, Dirk Benndorf, Sergio Uzzau, Jana Seifert, Lucia Grenga, Martin Pabst, Heike Schmitt, Bart Mesuere, Tim Van Den Bossche, Sven-Bastiaan Haange, Nico Jehmlich, Mariagrazia Di Luca, Manuel Ferrer, Sergio Serrano-Villar, Jean Armengaud, Helge B. Bode, Patrick Hellwig, Catherine Robbe Masselot, Renaud Léonard, Paul Wilmes

“…Metaproteomics offers a novel methodological framework as it provides insights into microbial dynamics by quantifying microbial biomass composition, metabolic functions, and detecting effectors like viruses, antimicrobial resistance proteins, and non-ribosomal peptides. …”
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RS4 Type Resistant Starch Improves Type 2 Diabetes Mellitus in Mice by Interacting With Lactobacillus johnsonii by Tao Xu, Yongheng Zhong, Shengyang Ji, Hang Xiao, Jun Li, Kaimian Li, Peiwu Li, Baiyi Lu

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Comparatively profiling the transcriptome of human, Porcine and mouse oocytes undergoing meiotic maturation by Naru Zhou, Xin Wang, Yi Xia, Zongliang Liu, Lei Luo, Rentao Jin, Xianhong Tong, Zhenhu Shi, Zhichao Wang, Heming Sui, Yangyang Ma, Yunsheng Li, Zubing Cao, Yunhai Zhang

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Galar - a large multi-label video capsule endoscopy dataset by Maxime Le Floch, Fabian Wolf, Lucian McIntyre, Christoph Weinert, Albrecht Palm, Konrad Volk, Paul Herzog, Sophie Helene Kirk, Jonas L. Steinhäuser, Catrein Stopp, Mark Enrik Geissler, Moritz Herzog, Stefan Sulk, Jakob Nikolas Kather, Alexander Meining, Alexander Hann, Steffen Palm, Jochen Hampe, Nora Herzog, Franz Brinkmann

“…Galar consists of 80 videos, culminating in 3,513,539 annotated frames covering functional, anatomical, and pathological aspects and introducing a selection of 29 distinct labels. …”
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Characterization of Spectrin Family Genes and Their Evolutionary Roles in Domestication and Breeding of the Silkworm <i>Bombyx mori</i> by Kunpeng Lu, Chengyu Zhan, Jianghong Shen, Chao Zhi, Jun Deng, Kerui Lai, Minjin Han, Hai Hu, Xiaoling Tong, Fangyin Dai

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GAPO: A Graph Attention-Based Reinforcement Learning Algorithm for Congestion-Aware Task Offloading in Multi-Hop Vehicular Edge Computing by Hongwei Zhao, Xuyan Li, Chengrui Li, Lu Yao

“…Building on this foundation, an attention-based Actor–Critic framework makes joint offloading decisions by intelligently selecting the optimal destination and collaboratively determining the ratios for offloading and resource allocation. …”
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Distinct microbial communities drive methane cycling in below- and above-ground compartments of tropical cloud forests growing on peat by Fahad Ali Kazmi, Ülo Mander, Ramita Khanongnuch, Maarja Öpik, Reti Ranniku, Kaido Soosaar, Mohit Masta, Salla A. M. Tenhovirta, Kuno Kasak, Claudine Ah-Peng, Mikk Espenberg

“…However, no CH4-cycling functional genes were detected in the stem core samples. …”
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The MinDag app for symptom monitoring and feedback to patients and clinicians during the initial treatment of bipolar disorder – a feasibility study by Margrethe Collier Høegh, Stine Holmstul Glastad, Siv Hege Lyngstad, Magnus Johan Engen, Sofie Ragnhild Aminoff, Ingrid Melle, Thomas Bjella, Trine Vik Lagerberg

“…Development of digital tools to support the treatment of bipolar disorder and other mental health conditions is resource demanding, and there is a need to clarify criteria to establish proof of concept to guide the selection of tools for upscaling and implementation.…”
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Soil microbial networks’ complexity as a primary driver of multifunctionality in photovoltaic power plants in the northwest region of China by Liuqing Zhao, Sumeng Xu, Sumeng Xu, Jinmei Zhao, Shujuan Chen, Xiaolong Liu, Xiuyuan Zheng, Xiuhui Wang, Zhao Zhu, Fei Gao, Bingzhe Fu, Shuxia Li

“…IntroductionExploiting photovoltaic power generation as a novel source of clean energy has become increasingly common in recent times. …”
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Levels of Neurospecific Peptides, Neurotransmitters and Neuroreceptor Markers in the Serum of Children with Various Sensory Disorders, Mild Cognitive Impairments and Other Neuropat... by George A. Karkashadze, Leyla S. Namazova-Baranova, Leonid M. Yatsik, Olga B. Gordeeva, Elena A. Vishneva, Kamilla E. Efendieva, Elena V. Kaytukova, Natella V. Sukhanova, Natalia S. Sergienko, Julia V. Nesterova, Svetlana E. Kondratova, Madina T. Fatakhova, Alexandr V. Pashkov, Irina V. Naumova, Irina V. Zelenkova, Viktor A. Gankovskiy, Svetlana G. Gubanova, Elizaveta V. Leonova, Alina R. Pankova, Anna A. Alexeeva, Daria A. Bushueva, Tinatin Yu. Gogberashvili, Dmitriy S. Kratko, Safarbegim H. Sadilloeva, Natalia E. Sergeeva, Marina A. Kurakina, Tatiana A. Konstantinidi, Inessa A. Povalyaeva, Margarita A. Soloshenko, Mariya I. Slipka, Viktor V. Altunin, Anastasiya I. Rykunova, Tatiana A. Salimgareeva, Pavel A. Prudnikov, Nadezhda A. Ulkina, Alexey I. Firumyantc, Nikita S. Shilko, Julia E. Kazanceva

“…The study results suggest that all types of early visual impairment are associated with increased physiological neuronal activity, and non-organic neurological functional disorders — mainly with increased physiological synaptic activity. …”
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Engineered hybrid cell membrane nanosystems for treating cardiovascular diseases by He Lu, Yaohui Jiang, Rui Luo, Dexing Zhou, Feihu Zheng, Liran Shi, He Zhang, Yong Wang, Xiaodong Xu, Renfang Zou, Yujing Zhou, Shuai Ren, Xiaocheng Wang, Haiqiang Sang

“…A significant benefit associated with this technology lies in its capacity to retain the functional and intrinsic properties of the source cells. …”
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Hypoglycemic, Antioxidant Activities, and Probiotic Characteristics of <i>Lacticaseibacillus rhamnosus</i> LBUX2302 Isolated from Stool Samples of Neonates by Pedro A. Reyes-Castillo, Ana Laura Esquivel-Campos, Edgar Torres-Maravilla, Eduardo Zúñiga-León, Felipe Mendoza-Pérez, Rosa González-Vázquez, María Guadalupe Córdova-Espinoza, María Angélica Gutiérrez-Nava, Raquel González-Vázquez, Lino Mayorga-Reyes

“…Finally, the presence of ferulic acid activity was detected. The results highlight <i>L. rhamnosus</i> LBUX2302 as a promising probiotic with hypoglycemic and antioxidant effects, warranting further in vivo evaluation for its possible inclusion in functional food and health formulations.…”
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Model of professional competencies of military instructors of the Air Defense Army of the Islamic Republic of Iran by Ebrahim Eskandary, Naser Asgari, Alireza Rezgi rostami

“…The purpose of this research is to design the model of professional competencies of military instructors of the air defense training centers of the Islamic Republic of Iran Army.Method: The current type of research is applied, the research method is content analysis and its approach is qualitative.Findings: The statistical population of the research consisted of 15 experts in the field of human resources management working in the training centers of the Air Defense Force of the Islamic Republic of Iran, who were selected by non-probability sampling method. …”
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Emerging Marine Nematodes as Model Organisms: Which Species for Which Question? by Federica Semprucci, Eleonora Grassi, Adele Cocozza di Montanara, Roberto Sandulli, Elisa Baldrighi

“…Among the reviewed taxa, <i>Litoditis marina</i> and select Monhysteridae species, such as <i>Diplolaimella dievengatensis</i>, <i>Halomonhystera disjuncta</i>, and <i>Diplolaimelloides</i> spp., emerge as leading candidates due to their manageable life cycles, adaptability to laboratory conditions, and available genomic resources. …”
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