Solving and Optimization of Cobb–Douglas Function by Genetic Algorithm: A Step-by-Step Implementation by Ali Dinc, Faruk Yildiz, Kaushik Nag, Murat Otkur, Ali Mamedov

“…This study presents an innovative application of genetic algorithms (GAs) for optimizing the Cobb–Douglas production function, a cornerstone of economic modeling that examines the relationship between production output and the inputs of labor and capital. …”
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Identification of the functional domains of canine tetherin in antiviral activity against canine influenza virus by Jiajun Ou, Jiajun Ou, Jiajun Ou, Yixin Dai, Yujie Jiang, Lingzhi Dai, Liang Xu, Gang Lu, Gaoming Lou, Shoujun Li

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Study on the synergistic preparation of functional soil from multiple coal-based solid wastes by Yanan Liu, Fenglan Han, Fenglan Han, Ning Li, Fuyuan Dong, Changcong An, Wenna Yang, Tingfeng Li

“…This study verified the feasibility of the synergistic preparation of functional soils from three coal-based solid wastes and provides reference for the ecological restoration and large-scale utilization of coal-based solid wastes.…”
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Changes in the community composition and function of the rhizosphere microbiome in tobacco plants with Fusarium root rot by Min Yang, Yongzhan Cai, Tao Bai, Xiaonv Han, Rong Zeng, Dongmei Liu, Tao Liu, Rui Liu, Chan Ma, Lei Yu

“…Our findings provide new insights into the changes in and interactions within the rhizosphere and root endosphere microbiomes of tobacco plants under the stress of Fusarium soil-borne fungal pathogens, while laying the foundation for the exploration, development, and utilization of beneficial microbial resources in healthy tobacco plants in the future.…”
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Differentiation characteristics and evolutionary mechanisms of agricultural regional functions in Loess Hilly and Gully Region by LONG Pei, WANG Yongsheng, LU Xue

“…[Objective] Agricultural regional functions are the core characteristic of regional agricultural systems, and their optimization and regulation are crucial for overcoming the bottlenecks in high-quality agricultural and rural development under resource and environmental constraints. …”
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Functional dynamics analysis of endophytic microbial communities during Amorphophallus muelleri seed maturation by Min Yang, Yongteng Zhao, Lifang Li, Ying Qi, Penghua Gao, Jianwei Guo, Jiani Liu, Zebin Chen, Jianrong Zhao, Lei Yu

“…The results verified that the functions of the endophytic microbial communities change dynamically during A. muelleri seed maturation to adapt to the current needs of the host plant, which has significant implications for the exploration and utilization of functional microbial resources in A. muelleri seeds.…”
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Perilla Seed Oil and Protein: Composition, Health Benefits, and Potential Applications in Functional Foods by Lijun Guan, Ling Zhu, Xindi Zhang, Yaxi Han, Kunlun Wang, Nina Ji, Xinmiao Yao, Ye Zhou, Bo Li, Qing Chen, Jing Fan, Dixin Sha, Shuwen Lu

“…Perilla (<i>Perilla frutescens</i>) seeds are emerging as a valuable resource for functional foods and medicines owing to their rich oil and protein content with diverse nutritional and health benefits. …”
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Aptamer-Functionalized Gold Nanoparticle Assay for Rapid Visual Detection of Norovirus in Stool Samples by Maytawan Thanunchai, Sirikwan Sangboonruang, Natthawat Semakul, Kattareeya Kumthip, Niwat Maneekarn, Khajornsak Tragoolpua

“…To address these challenges, we developed a visual detection method utilizing gold nanoparticles (AuNPs) functionalized with the SMV25 aptamer specific to the NoV capsid protein. …”
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Unraveling the cohesin-chromatin interface: identifying protein interactions that modulate chromosome structure and function by Natalie L. Rittenhouse, Riya Gohil, June E. Arricastres, Jill M. Dowen

“…These cohesin interactome data are a resource for future studies aimed at characterizing the functional interactions between cohesin and numerous chromatin-associated proteins in regulating chromosome structure and gene control.…”
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Diversity and Functional Insights into Endophytic Fungi in Halophytes from West Ordos Desert Ecosystems by Xingzhe Wang, Yan Zhang, Jingpeng Li, Yiteng Ding, Xiaodan Ma, Peng Zhang, Haijing Liu, Jie Wei, Yuying Bao

“…The results of this study provide a reference for advancing the development and utilization of halophyte endophytic fungal resources, with applications in desert ecosystem restoration and halophyte cultivation.…”
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The impact of chronic illness resources, fear of recurrence, hope, and health locus of control on self-management behaviors in post-stroke patients: a cross-sectional study by Jingxia Cheng, Xiaolian Jiang, Xi Liao, Lili Zhou, Li Qin, Hongying Liu

“…Approximately 56.2% of the variation in self-management behaviors in post-stroke patients could be explained by educational level (β = 0.222, P &lt; 0.001), rehabilitation training (β = 0.444, P &lt; 0.001), physician/health care team resources (β = 0.139, P = 0.007), family and friends resources (β = 0.160, P = 0.003), personal resources (β = 0.182, P = 0.002), fear of recurrence (β = –0.145, P = 0.001), internal locus of control (β = 0.181, P &lt; 0.001), and chance health locus of control (β = –0.141, P = 0.004).ConclusionThe self-management of post-stroke patients was moderate, with emotional management and utilization of resources being the weaknesses. …”
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Detection of Sensitive Malicious Android Functionalities Using Inter-Component Control-Flow Analysis by Rati Bhan, Parvez Faruki, Rajendra Pamula

“…Sensitive sensor hardware and software resources are exfiltrated for leaking sensitive user data like messages, contacts, audio, and images. …”
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A COSMIC function points based test effort estimation model for mobile applications by Anureet Kaur, Kulwant Kaur

“…The estimation of effort for testing of apps is a key figure that helps test managers in making approximate accurate decisions for coordinating testing resources. In this study, a regression model is presented to predict test effort for mobile applications considering COSMIC Function Size Measurement (FSM), mobile app characteristics/factors and test factors. …”
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Hybrid Artificial Neural Network Activation Function to Reduce Water Wastage in Agricultural Irrigation by Baraa H. Jawad, Ola A. Alwesabi, Nibras Abdullah, Ahmed Abed Mohammed

“…The achievement of this is done by utilizing a hybrid activation function known as TanElu, which combines the Tanh and ELU functions. …”
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Evaluation of the immobilized enzymes function in soil remediation following polycyclic aromatic hydrocarbon contamination by Babar Hussain, Hongqing Zhu, Chunyu Xiang, Luo Mengfei, Bowei Zhu, Shibin Liu, Hui Ma, Shengyan Pu

“…However, the practical application is limited by its instability and ease to loss function under harsh environmental conditions such as pH, temperature, and edaphic stress etc. …”
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Dynamic prediction of surface subsidence at any point based on Boltzmann time function model by Liangji XU, Zhihao SUN, Xiaopeng LIU, Kun ZHANG, Zongyou CAO

“…The underground extraction of coal resources can induce surface subsidence, posing a potential threat to both the ecological environment and the structural stability of buildings. …”
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Functional Elements of Entrusted Professional Activities for Dental Educators: Protocol for a Scoping Review by Noraini Abu Bakar, Nurhanis Syazni Roslan, Muhammad Ainul Haq, Yasmin Mustafa Byrnes, Muhamad Saiful Bahri Yusoff

“…ObjectiveThis paper presents a scoping review protocol aimed at systematically elucidating the extent, range, and nature of the literature on EPAs for dental educators, as evaluated in the included resources. This review seeks to answer the following research question: what are the key functional elements of EPAs for dental educators as described in the existing literature? …”
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Isolation, identification, and production optimization of natural functional pigments produced by Talaromyces atroroseus LWT-1 by Xian Xia, Xian Xia, Li-Yu Liu, Miao Liu, Guo-Jun Hu, Wen-Ting Li, Zi-Yi Wang, Yao Pei, Yan-He Li, Jing-Jing Li, Yan-Xiang Wang, Xiao-Shan Shi, Jun-Ming Tu

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Functional traits and habitat use: Investigating community assembly in a montane community (Carabidae: Nebria) by Jillian K. Schat, David H. Kavanaugh, Jacki Whisenant, Genevieve Anderegg, Huijun Xiao, Sean D. Schoville

“…Where interspecific competition dominates, species are expected to diverge in relative abundance and resource utilization at sites, so species can co‐occur. …”
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Parallel orchestration and deployment system for scalable heterogeneous service function chain supporting polymorphic network by Hao CHEN, Yuan YANG, Mingwei XU, Dan PEI, Yilin YOU

“…Aiming at the problem of second-level service function chain orchestration and deployment in the polymorphic data center with the scale of 10 000 servers, a scalable heterogeneous SFC parallel orchestration and deployment (SHOD) system was proposed.The scale-out orchestration time of service chain was reduced to seconds by partitioning the data center and adopting a parallel orchestrator design that minimizes resource usage.Using a mediator design model that satisfies the single-responsibility principle, the heterogeneous equipment scalable orchestration and deployment were realized as well as service function chain building chain.Experimental results show that in a data center with 10 000 servers, the scale-out orchestration time of SHOD system is reduced to <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML"> <mfrac> <mn>1</mn> <mrow> <mn>12</mn></mrow> </mfrac> </math></inline-formula> of the existing system-Daisy, while only 1.5 times CPU utilization overhead is introduced.…”
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