Aspect-Oriented Approach of Non-Functional Requirements for Embedded System-Based IoT Applications by Anirban Bhar, Sabnam Sengupta, Sankhayan Choudhury

“…By leveraging context primitives and behavior functions aligned with standards like OSEK OS, we address IoT challenges such as real-time criticality and resource scarcity Validated across a real-time audio switch and simulated FreeRTOS environments, our method outperforms traditional Java designs, cutting memory usage by 20% (24.25% to 20.01%) and CPU utilization by 9% (44% to 40%), with a 50% runtime reduction in critical tasks (e.g., <inline-formula> <tex-math notation="LaTeX">$92.03\mu $ </tex-math></inline-formula>s to <inline-formula> <tex-math notation="LaTeX">$46.19\mu $ </tex-math></inline-formula>s). …”
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Responses of steppe birds to habitat fragmentation: Insights from niche specialization and functional traits by Zheng Han, Xi Yang, Lishi Zhang, Piotr Tryjanowski, Frédéric Jiguet, Haitao Wang

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Inorganic dietary nanoparticles in intestinal barrier function of inflammatory bowel disease: allies or adversaries? by Duo Luo, Guifang Luo, Haoming Xu, Kangbao Li, Zhaotao Li, Cong Zhang

“…Inorganic dietary nanoparticles (IDNPs) are frequently utilized as food additives and in packaging, resulting in their exposure becoming a substantial yet often overlooked concern for patients with inflammatory bowel disease (IBD). …”
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Dual Function Radar and Communication Waveform Design Based on Sub-pulse Hybrid Modulation by Yu LIU, Junhao ZHANG, Xue YAO, Xianxiang YU, Guolong CUI

“…The proposed SHM method utilizes time-, spectral-, and polarization-domain features from inter-subpulse and intra-subpulse sources to convey information. …”
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Using large language models to extract plant functional traits from unstructured text by Viktor Domazetoski, Holger Kreft, Helena Bestova, Philipp Wieder, Radoslav Koynov, Alireza Zarei, Patrick Weigelt

“…Abstract Premise Functional plant ecology seeks to understand how functional traits govern species distributions, community assembly, and ecosystem functions. …”
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Does the Timing of the Initiation of Physical Therapy Post‐Rotator Cuff Repair Impact Shoulder Function? by Reivian Berrios Barillas, James Irrgang

“…This result is revealed despite initial functional scores being significantly different. Functional scores change per visit may have been affected by payor source (R2 = 0.004, p ≤ 0.010). …”
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Screening and functional characterization of salt-tolerant NAC gene family members in Medicago sativa L by Zhiguang Li, Qianqian Yu, Yue Ma, Fuhong Miao, Lichao Ma, Lichao Ma, Shuo Li, Huajie Zhang, Huajie Zhang, Zeng-Yu Wang, Guofeng Yang, Guofeng Yang, Kunlong Su

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The sigma 54 genes rpoN1 and rpoN2 of Xanthomonas citri subsp. citri play different roles in virulence, nutrient utilization and cell motility by Gibson Kamau Gicharu, Dong-ling SUN, Xun HU, Xiao-jing FAN, Tao ZHUO, Chuan-wan WU, Hua-song ZOU

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Comprehensive genome-wide identification and functional analysis of the GT8 gene family in Eucalyptus Grandis by Yufan Jie, Liwan Liu, Linsi Li, Ai-Min Wu, Chunjie Fan, Siwen Liu, Siwen Liu

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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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PlantGPT: An Arabidopsis‐Based Intelligent Agent that Answers Questions about Plant Functional Genomics by Ruixiang Zhang, Yu Wang, Weiyang Yang, Jun Wen, Weizhi Liu, Shipeng Zhi, Guangzhou Li, Nan Chai, Jiaqi Huang, Yongyao Xie, Xianrong Xie, Letian Chen, Miao Gu, Yao‐Guang Liu, Qinlong Zhu

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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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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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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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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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Insights into brain network dynamics across ages using group-ICA functional parcellation by Lorena Malinalli López-Medina, Omar Paredes, Sorpresa Lora-Castro, Rebeca Romo-Vázquez, J. Alejandro Morales, Hugo Vélez-Pérez

“…Independent Component Analysis (ICA), a Blind Source Separation (BSS) method, enables brain parcellation considering an individual's functional patterns. …”
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Functional vision tests as clinical trial outcome measures in ophthalmology: a scoping review by Arun James Thirunavukarasu, Shabnam Raji, Laura Jayne Taylor, Robert Edward MacLaren

“…Details of source characteristics, test methodology and accessibility and evidence of test validation were collected.Results Of 2665 articles returned by the search, 73 were included and 45 unique tests of functional vision were identified. …”
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Multi-Stage and Multi-Objective Optimization of Solar Air-Source Heat Pump Systems for High-Rise Residential Buildings in Hot-Summer and Cold-Winter Regions by Zhen Wang, Jiaxuan Wang, Chenxi Lv

“…This helps to improve the energy utilization efficiency of the system. For the economy of the system, the increase in the collector area and the reduction in the heat production of the air source heat pump in the second stage, as well as the increase in the volume of the water tank, have combined to reduce the operating costs of the system and improve its economy. …”
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