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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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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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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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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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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Artificial Neural Networks with various Transfer Functions for Modeling Rainfall Patterns in Sokoto, Nigeria by C. S. Ofordu, A. J. Adeyi, E. O. Okoro

“… Accurate rainfall prediction is crucial for agricultural practices and water resource management  in semi-arid regions. Hence, the objective of this paper is to employ Artificial Neural Networks (ANNs) with various transfer functions for modeling rainfall patterns  in Sokoto, Nigeria. …”
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Integrating personality functioning in brief psychotherapy for substance use disorders: a case study by Rojo Shalom George, Gitanjali Narayanan, Arun Kandasamy

“…Further research is required to explore the feasibility and effectiveness of utilizing a personality functioning model among patients with SUDs in India.…”
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Enhanced genetic algorithm for indoor low-illumination stereo matching energy function optimization by Zhang Hongjin, Wei Hui

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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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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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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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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

“…It can be coupled with another line of research focused on using a new set of support materials that can be derived from natural resources.…”
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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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Integrated emulsion separation and fog collection with functionalized Janus wood membrane for water scarcity solutions by Kaiwen Chen, Jianyi Zhu, Cheng Hao, Haonan Zhang, Yujing Tan, Xianfu Xiao, Fengze Sun, Xuewen Han, Hui Peng, Tianyi Zhan, Jianxiong Lyu, Ning Yan

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Molecular characterization and functional analysis of CYP315 A1 in ovarian development in Macrobrachium nipponense by Sufei Jiang, Wenyi Zhang, Jufeng Jiang, Mengying Zhang, Jisheng Wang, Yiwei Xiong, Hui Qiao, Hongtuo Fu

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5G network slicing function migration mechanism based on particle swarm optimization algorithm by Qiang CHEN, Caixia LIU, Lingshu LI

“…In multi-application scenarios of 5G,data traffic often increases dramatically.Virtual machine resources in network slicing may not meet the normal needs of users.In view of this,a network slicing function migration mechanism aiming at load balancing was proposed.The mechanism simulates the virtual machine into particles based on particle swarm optimization algorithm.In the process of migration,all particles were divided into several subgroups,and particle swarm optimization algorithm was applied within and among groups.According to the historical optimal solution and the current global optimal solution,the particle location was updated,and the best target particles were determined by selecting the smaller particle size of the particle in real time.The mechanism not only improves the convergence speed,but also improves the accuracy of the algorithm.Compared with other migration methods,the results show that the proposed migration mechanism has the advantages of high accuracy and fast convergence.And it can also improve the efficiency of resource utilization,reduce the energy consumption of data center,and has better adaptability.…”
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A study on the functional role of the DHCR24 gene in gonadal differentiation and development of Macrobrachium nipponense by Pengfei Cai, Wenyi Zhang, Sufei Jiang, Yiwei Xiong, Hui Qiao, Shubo Jin, Hongtuo Fu

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