Research Progress and Prospect Analysis of the Application of Flax Lignans by Yazhi Li, Xinlin Zhao, Yufu Wang, Caisheng Qiu

“…Therefore, as a multiuse material, flaxseed lignan will play important roles in the product and development and utilization of food, medicine, and cosmetic and, accordingly, its source plant——flax, will also receive more attention in the future.…”
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Intellectual Rooms based on AmI and IoT technologies by Radhakrishnan Delhibabu, Pham Tuan Anh, Nataly Zhukova, Alexey Subbotin

“…This study successfully demonstrated the core functionalities using simulated data; future work will involve deployment and evaluation in real-world clinical environments to confirm its practical utility.…”
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Nitrogen-Doped Weathered Coal for the Efficient Adsorption of Lead: Adsorption Performance and Mechanisms by Xiaojing Chen, Xiaobing Jin, Chi Zhang, Zile Jiao, Zhiping Yang, Ke Wang, Jianhua Li, Qiang Zhang

“…The development of widely sourced and efficient adsorbents is crucial for the adsorption of lead from wastewater. …”
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Architecture of the FindFISH Platform - A Service for Fishermen and More by Lidia Dzierzbicka-Glowacka, Michał Wójcik

“…The principal tenets underpinning the architecture of the implemented system encompass the utilization of contemporary internet technologies within a complex, multi-module application grounded in solutions freely available under open-source licenses. …”
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Versatile graceful degradation framework for bio-inspired proprioception with redundant soft sensors by Taku Sugiyama, Kyo Kutsuzawa, Dai Owaki, Elijah Almanzor, Fumiya Iida, Mitsuhiro Hayashibe

“…Nevertheless, soft sensors are fragile and are susceptible to various damage sources in such environments. Some researchers have utilized redundant configuration, where healthy sensors compensate instantaneously for lost ones to maintain proprioception accuracy. …”
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A Joint Optimization Model for Energy and Reserve Capacity Scheduling With the Integration of Variable Energy Resources by M. Wajahat Hassan, Thamer Alquthami, Ahmad H. Milyani, Ashfaq Ahmad, Muhammad Babar Rasheed

“…Although, the dispatch of alternate energy along with conventional resources has become increasingly important in the new utility environment. However, recent studies based on the uncertainty and worst-case scenario-oriented robust optimization methodology reveal the perplexities associated with renewable energy sources (RES). …”
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Assessment of epicardial adipose tissue thickness as a novel cardiac risk factor in type 2 diabetic patients: a cross-sectional study by Aya Tarabay, Nehal Hamdy, Eman Al Kady, Amir Mostafa

“…EAT thickness has been determined utilizing a transthoracic echocardiogram in the parasternal short and long axis views in front of the right ventricle-free wall at end-diastole along with an assessment of left ventricular diastolic function. …”
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Transcriptome analysis of nitrogen assimilation preferences in Burkholderia sp. M6-3 and Arthrobacter sp. M7-15 by Ran Liu, Ran Liu, Hongyi Qin, Qian Wang, Cheng Chu, Yunbin Jiang, Huan Deng, Cheng Han, Cheng Han, Wenhui Zhong, Wenhui Zhong, Wenhui Zhong

“…This inconsistency in glnA expression may be attributed to GlnR, a global regulator of nitrogen utilization.DiscussionThis research strengthens the theoretical basis for exploring the underlying causes of differential preferences for inorganic N forms and provided key clues for screening functional microorganisms to ultimately enhance inorganic nitrogen use efficiency.…”
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Multi-Time Scale Optimal Dispatch of Distribution Network with Pumped Storage Station Based on Model Predictive Control by Pengyu Pan, Zhen Wang, Gang Chen, Huabo Shi, Xiaoming Zha

“…As the penetration of renewable energy increases, the distribution grid faces great challenges in integrating large amounts of distributed energy sources and dealing with their output uncertainty. …”
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The trajectory of intrinsic capacity and its related factors among elderly Chinese patients with cardiovascular disease: a prospective cohort study by Yanyin Cui, Shanyan Lei, Yubing Xia, Fang Yang

“…The analysis of associated factors show that non-time-varying characteristics such as educational level, residential area, housing type, toilet facilities, and energy sources, are significantly associated with the IC trajectories of CVD patients. …”
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Support for family members who are caregivers to relatives with acquired brain injury by Janet Walker, Lourens Schlebusch, Bernhard Gaede

“…A mixed methodology was utilized. It comprised cross-sectional descriptive and phenomenological approaches. …”
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MedAlmighty: enhancing disease diagnosis with large vision model distillation by Yajing Ren, Zheng Gu, Wen Liu

“…These challenges are particularly pronounced in multimodal tasks requiring the integration of diverse data sources. While lightweight models offer computational efficiency, they often lack the comprehensive understanding necessary for reliable clinical predictions. …”
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Effects of climate change on goat production and mitigatory measures in semiarid savanna ecosystems by Alban Mugoti, Casper Nyamukanza, Anderson Munengwa, Sizo Moyo, Nation Chikumba

“…Additionally, studies highlight the effectiveness of improved animal husbandry techniques, including strategic water resource management and diversified feed sources, in enhancing goat health and productivity under changing environmental conditions. …”
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Real Time Fractional Robust Adaptive Scheme for Frequency Regulation in Double Area Hybrid Power System With Renewables by Ahmed Ragab, Dalia Allam, Ahmed F. Zobaa, Hazem Ali Attia

“…To validate the superiority of the proposed controller, five challenging scenarios have been considered, encompassing load fluctuations, integration of renewable energy sources, changes in system parameters and time delay attacks. …”
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Preparation and Characterization of Protein-Based Hydrogel: Cottonseed Protein Grafted with 2-Acrylamido-2-Methylpropanesulfonic Acid (AMPS) by Dehenenet Flatie Tassw, Tamrat Tesfaye, Murugesh Babu K.

“…To overcome these issues, researchers are exploring the synthesis of superabsorbent polymers from natural sources. Cottonseed protein is identified as a potential natural polymer for the synthesis of natural superabsorbent polymers. …”
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Secrecy Outage Analysis of Mixed RF-FSO Systems With Channel Imperfection by Hongjiang Lei, Haolun Luo, Ki-Hong Park, Zhi Ren, Gaofeng Pan, Mohamed-Slim Alouini

“…First, the cumulative distribution function and probability density function of FSO links with pointing error and two different detection technologies are derived. …”
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Enhancing Sustainable IoT Systems Through a Goal-Oriented Requirements Analysis Framework by José Alfonso Aguilar-Calderón, Carolina Tripp-Barba, Aníbal Zaldívar-Colado, Pedro Alfonso Aguilar-Calderón, Pablo Alfonso Aguilar-Calderón

“…GORA addresses both functional and non-functional requirements, such as energy efficiency and security, while minimizing computational overhead and reducing resource wastage. …”
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A High‐Quality Reference Genome and Comparative Genomics of the Widely Farmed Banded Cricket (Gryllodes sigillatus) Identifies Selective Breeding Targets by Shangzhe Zhang, Kristin R. Duffield, Bert Foquet, Jose L. Ramirez, Ben M. Sadd, Scott K. Sakaluk, John Hunt, Nathan W. Bailey

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Cross-Subject Motor Imagery Electroencephalogram Decoding with Domain Generalization by Yanyan Zheng, Senxiang Wu, Jie Chen, Qiong Yao, Siyu Zheng

“…Decoding motor imagery (MI) electroencephalogram (EEG) signals in the brain–computer interface (BCI) can assist patients in accelerating motor function recovery. To realize the implementation of plug-and-play functionality for MI-BCI applications, cross-subject models are employed to alleviate time-consuming calibration and avoid additional model training for target subjects by utilizing EEG data from source subjects. …”
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Few-Shot Unsupervised Domain Adaptation Based on Refined Bi-Directional Prototypical Contrastive Learning for Cross-Scene Hyperspectral Image Classification by Xuebin Tang, Hanyi Shi, Chunchao Li, Cheng Jiang, Xiaoxiong Zhang, Lingbin Zeng, Xiaolei Zhou

“…Unsupervised domain adaptation has proven its effectiveness in tackling this issue, but it has a fatal limitation of intending to narrow the disparity between source and target domains by utilizing fully labeled source data and unlabeled target data. …”
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