Multi-Link Fragmentation-Aware Deep Reinforcement Learning RSA Algorithm in Elastic Optical Network by Jing Jiang, Yushu Su, Jingchi Cheng, Tao Shang

“…Based on the numbering results, high-frequency links are selected to construct the network state matrix that reflects the resource distribution. According to the state matrix, we calculate a multi-link fragmentation degree, quantifying resource fragmentation within a representative subset of network. …”
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Design and Implementation of Fault Diagnosis and Data Synchronization Scheme Based on Train Redundant Display Platform by TIAN Deqiang, JIANG Xuezhai, ZHANG Xiaofeng, ZHANG Guangqiang, LIAO Jifang

“…Firstly, the self-diagnosis of the display unit was realized to monitor and diagnose the equipment status in real time based on the application layer, and to quickly locate the problems such as application exit, system crash and anomalies in resource utilization. Secondly, based on the RS422 communication link, a reliable communication protocol was defined to achieve the mutual diagnosis and data synchronization of operation status between multiple display units, and solve the problems of self-diagnosis failure in abnormal state of the unit and failure to obtain key data of faulty unit. …”
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Soil phosphorus crisis in the Tibetan alpine permafrost region by Jiangtao Hong, Bo Pang, Lirong Zhao, Shumiao Shu, Puyu Feng, Fang Liu, Ziyin Du, Xiaodan Wang

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Bioactivity and Structural Characterization of Soluble Dietary Fiber from Lyophyllum decastes by HE Shanshan, LIU Liping, LIU Yanfang, FENG Jie, WANG Guangqiang, WANG Wenhan, ZHANG Jinsong

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Improving the Extraction of Active Ingredients from Medicinal Plants by XynA Modification by Lin Zhang, Wei Xie, Xiaojun Teng, Kui Wang, Wei Xie, Caiyan Wang

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Using the TSA-LSTM two-stage model to predict cancer incidence and mortality. by Rabnawaz Khan, Wang Jie

“…Factor analysis is possible because data sources indicate changing factors. TSA-LSTM Two-stage attention design a popular tool with advanced visualization functions, Tableau, simplifies this paper's study. …”
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Transportation Mode Selection Using Reinforcement Learning in Simulation of Urban Mobility by Mehmet Bilge Han Taş, Kemal Özkan, İnci Sarıçiçek, Ahmet Yazici

“…This plays a crucial role in ensuring the efficient utilization of time and resources to achieve the desired objectives. …”
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Write-rite: Enhancing Handwriting Visualization Proficiency in Dysgraphic Children by Norsafinar Rahim

“…The study emphasized the importance of offering instructional support to educators, thereby enabling the proficient utilization of technology-assisted resources to aid dysgraphic children. …”
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PhenoVision: A framework for automating and delivering research‐ready plant phenology data from field images by Russell Dinnage, Erin Grady, Nevyn Neal, Jonn Deck, Ellen Denny, Ramona Walls, Carrie Seltzer, Robert Guralnick, Daijiang Li

“…We close by discussing next steps, including automating phenology annotations, adding new phenology targets, for example leaf phenology, and further integration with other resources to form a global central database integrating all in situ plant phenology resources.…”
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Spatiotemporal patterns of methane fluxes across alpine permafrost region on the Tibetan Plateau by Luyao Huang, Shuqi Qin, Dan Kou, Philippe Ciais, Xiaofeng Xu, Josep Peñuelas, Yi Xi, Guibiao Yang, Yutong Song, Shiting Yao, Jinfeng Chang, Yuanhe Yang

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Patterns of Change in Metabolic Capabilities of Sediment Microbial Communities in River and Lake Ecosystems by Adam Oest, Ali Alsaffar, Mitchell Fenner, Dominic Azzopardi, Sonia M. Tiquia-Arashiro

“…Here, we investigated the shifts in metabolic profiles of sediment microbial communities, along Saint Clair River and Lake Saint Clair using Biolog EcoPlates, which test for the oxidation of 31 carbon sources. The number of utilized substrates was generally higher in the river sediments (upstream) than in the lake sediments (downstream), suggesting a shift in metabolic activities among microbial assemblages. …”
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DESIGNING A SUSTAINABLE SOCIAL PROTECTION SYSTEM IN UKRAINE: A COMPREHENSIVE EVALUATION by Анжела Ігнатюк, Мартіна Раштіцова, Наталія Приказюк, Антоніна Шолойко, Наталія Ткаленко, Наталія Версаль

“…The goal of this research is to evaluate the social protection system of Ukraine and to make recommendations to fill the gaps in its functioning. The evaluation of Ukraine's social protection system utilized the Core Diagnostic Instrument (CODI tool) from the Inter-Agency Social Protection Assessments to the extent possible, given the constraints posed by limited information availability. …”
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Innovative uses of agricultural by-products in the food and beverage sector: A review by Hirpha Adugna Areti, Melkiyas Diriba Muleta, Lata Deso Abo, Abas Siraj Hamda, Ayele Assefa Adugna, Idosa Toyi Edae, Bulcha Jifara Daba, Rabira Lemessa Gudeta

“…The review also investigates the sustainable practices and environmental benefits associated with repurposing agricultural by-products, particularly fruit and vegetable peels, as sources of bioactive compounds, functional ingredients, and eco-friendly packaging materials. …”
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Genome-Wide Identification and Comprehensive Characterization of Luffa Sucrose Phosphate Synthase Gene Family and Revealing <i>LaSPS3/4</i>’s Role in Drought Resistance by Xiaocheng Tian, Jianting Liu, Guoliang He, Fei Yan, Hanyi Wang, Liujing Huang, Yeqiu Yin, Shaolong Sun, Chongjian Ma, Guoping Wang, Haisheng Zhu, Hongbo Zhao

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A Ralstonia solanacearum effector regulates plant cell death by disrupting the homeostasis of the BPA1-ACD11 complex by Bingbing Xue, Yan Zhou, Yongxiao Xie, Xiaocheng Huang, Jinye Zhang, Yang Zhang, Wenyan Zhong, Jinjia Zhao, Dehong Zheng, Lifang Ruan

“…This pathogen utilizes various type III effectors to suppress host resistance, often resulting in weakened or lost resistance. …”
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Assisted Egg White Biogenic Synthesis for Elaboration of ZnO Nanoparticles by Elena Andreea Vijan, Ecaterina Magdalena Modan, Sorin Georgian Moga, Denis Aurelian Negrea, Adriana-Gabriela Schiopu, Mihai Oproescu, Daniela Istrate

“…The synthesis process utilized egg white from different sources (commercially raised hens, home-raised hens, and ducks) and varying zinc nitrate concentrations (1M and 2M) to evaluate their influence on nanoparticle morphology and size. …”
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A study on commodity criticism from the perspective of marxist semiotics by Yi Li, Xinpeng Wang

“…Secondary data sources, including case studies and theoretical analyses, are utilized to explore real-world contexts that demonstrate the material and symbolic roles of digital commodities. …”
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Mankind’s Relationship with the Environment in Jeff VanderMeer’s Annihilation by Hossein Mohseni

“…The present study believes that the various aspects of this shattering gives us a glimpse of the kind of relationship we could have with the environment in the Anthropocene, the human epoch. By utilizing the theoretical concepts in key secondary sources – such as Pieter Vermeulen’s Literature and the Anthropocene (2020) and Benjamin Robertson’s None of This Is Normal: The Fiction of Jeff VanderMeer (2018) – the study identifies that various demarcational means fail to fulfill their binary making function due to the vastness and unmappable nature of environments such as Area X. …”
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Short-Term Wind Speed Prediction Using EEMD-LSSVM Model by Aiqing Kang, Qingxiong Tan, Xiaohui Yuan, Xiaohui Lei, Yanbin Yuan

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Reliability Improvement of 28 nm Intel FPGA Ring Oscillator PUF for Chip Identification by Zulfikar Zulfikar, Hubbul Walidainy, Aulia Rahman, Kahlil Muchtar

“…The Ring Oscillator Physical Unclonable Function (RO-PUF) is a hardware security innovation that creates a secure and distinct identifier by utilizing the special physical properties of ring oscillators. …”
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