Applications of Ferric Oxide in Water Splitting by Electrolysis: A Comprehensive Review by Bruno G. Pollet, Shankara S. Kalanur

“…In water electrolysis, the use of an efficient catalyst derived from earth-abundant materials which is cost-effective and stable is essential for the economic sustainability of hydrogen production. …”
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Addressing Connectivity Challenges in Solar Home Systems: A Monitoring Solution for Rural Electrification by Carlos Cuenca-Enrique, Laura del-Rio-Carazo, Emiliano Acquila-Natale, Santiago Iglesias-Pradas

“…This work advances the state-of-the-art in SHS monitoring technologies, providing a scalable and efficient solution tailored to the constraints of rural electrification projects. …”
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A Novel Platform Featuring Nanomagnetic Ligand Fishing Based on Fixed-Orientation Immobilized Magnetic Beads for Screening Potential Cyclooxygenase-2 Inhibitors from <i>Panax notog... by Fan Zhang, Fan Sun, Lequan Yu, Fei Li, Lixia Liu, Xiaoyan Cao, Yi Zhang, Lijie Wu

“…The results indicate that the proposed method provides a simple, feasible, selective, and effective platform for the efficient screening and identification of active compounds from Chinese herbal medicine. …”
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A natural polyphenolic nanoparticle--knotted hydrogel scavenger for osteoarthritis therapy by Qinfeng Ding, Yitong Wang, Tianyou Wang, Chengyao Zhang, Shengbing Yang, Lu Mao, Yiyun Cheng, Yiwen Li, Kaili Lin

“…Exploring highly efficient and cost-effective biomaterials for osteoarthritis (OA) treatment remains challenging, as current therapeutic strategies are difficult to eradicate the excessive reactive oxygen species (ROS) and nitric oxide (NO) at damaged sites. …”
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Functionalization of biochar using SDS/SAP nanomicelles enhanced its immobilization capacity for dyes and heavy metals in water by Kun Tian, Chunping Li, Huiming Liu, Lianchun Wang

“…SDMBC exhibited high adsorption abilities of 130.23, 108.43, 277.09 125.27, 112.78 mg/g for heavy metal ions lead Pb(II), Cadmium Cd(II) and organic pollutants with different chemical properties bisphenol A(BPA), Methylene blue (MB), P-nitrophenol (PNP), respectively, higher than most previously reported adsorbents, importantly, SDMBC can still efficient removal capabilities even in the binary competition. …”
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Correlations between Antioxidant Activity and Alkaloids and Phenols of Maca (Lepidium meyenii) by Jin Gan, Ying Feng, Zhao He, Xian Li, Hong Zhang

“…Chloroform was selected to be an efficient extraction solvent for antioxidant compounds in maca by polarity fractions test. …”
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Variable structure wireless power transfer converter with misalignment tolerant by Zhilei Yao, Yiming Zhang

“…Misalignment of the secondary coil relative to the primary coil is inevitable in the wireless power transfer (WPT) converter, which decreases the transmission power and the system efficiency. Moreover, constant current (CC) and constant voltage (CV) control methods should be used to improve the charging efficiency of the battery. …”
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Solar Panel Self-Cleaning Mechanisms and Its Effect on the Economic and Environmental Sustainability by Anbazhagan Geetha, Usha S., Santhakumar J., Palanisamy R., Raghav Sarawagi, Avijit Singh

“…The solar cells are shaded by dirt, debris, and soil carried by the wind, which reduces the energy they receive and raises cell temperature, which further reduces solar cell efficiency. The natural accumulation of dust and heat significantly lowers the panel’s ability to produce electricity. …”
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Fabrication of Black Silicon Antireflection Coatings to Enhance Light Harvesting in Photovoltaics by Klodian Dhoska, Evjola Spaho, Uljan Sinani

“…It enhances light absorption in crystalline solar cells, improving the efficiency of converting incident light into electricity for photovoltaic applications. …”
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An Investigation on Attention Mechanism–Based Long Short-Term Memory for Gearbox Fault Diagnosis by Ningning Wu, Yang Li, Xiaogang Li, Keyan Yuan, Wenyuan Jiang, Ke Li

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AIR Agent—A GPT-Based Subway Construction Accident Investigation Report Analysis Chatbot by Lin Zhang, Yanan Hou, Fei Ren

“…Ablation studies were performed to validate the AIR Agent’s efficiency, and the validation results show that the AIR Agent achieves an accuracy of 80.32% when analyzing new reports with a brief conclusion, demonstrating the AIR Agent’s ability to automatically format and structure reports in a consistent and correct manner. …”
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Optimization Design of the Transmission System of Small-size Shrub Brush Cutter based on MATLAB by Yang Chunmei, Guo Minghui, Ma Yan, Liu Qianjun, Yang Tie

“…The design method and the theoretical basis for improving the cutting operation efficiency of the brush cutter are provided.…”
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Analysis of the effects of digital transformation of enterprise clusters on innovation performance in the context of “Internet+” by Sumei Zeng, Jinding Bao

“…The results of regression analysis show that the positive impact factor of enterprise cluster cooperation atmosphere on enterprise efficiency is enterprises (P < 0.05). To summarize the findings, both the collaborative environment and the identification of enterprise clusters have a significant positive impact on enterprise efficiency (P < 0.01). …”
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Introduction of neural network technologies to optimise the control of the operating modes of a sucker-rod pump installation by O. Turchyn

“…Based on the integration with the Internet of Things, the system has the ability to perform real-time monitoring, which increases the efficiency of decision-making. …”
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Time course of indirect reply comprehension in the young and older adults: an event-related potential study by Wangshu Feng, Xiaokun Zhang, Weijuan Wang, Lin Fan

“…As individuals age, their ability to make efficient and accurate pragmatic inferences may decline, leading to communication difficulties.ObjectivesThis study examined the cognitive aging phenomenon of pragmatic inference and its neural mechanisms using EEG recordings.MethodsParticipants were presented with dialogues involving direct and indirect replies and were required to judge the speaker's intended meaning based on the context.ResultsYounger participants outperformed older participants in task accuracy for indirect replies. …”
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Mitochondria-targeted nanovesicles for ursodeoxycholic acid delivery to combat neurodegeneration by ameliorating mitochondrial dysfunction by Shizheng Zhang, Mengmeng Li, Yuan Li, Shike Yang, Jian Wang, Xiaoxiang Ren, Xiuhui Wang, Long Bai, Jianping Huang, Zhen Geng, Guosheng Han, Yibin Fang, Jiacan Su

“…However, multiple barriers, including the blood-brain barrier (BBB) and cellular/mitochondrial membranes, significantly hinder the efficient delivery of therapeutic agents to the damaged neuronal mitochondria. …”
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Resource Allocation With Edge-Cloud Collaborative Traffic Prediction in Integrated Radio and Optical Networks by Bowen Bao, Hui Yang, Qiuyan Yao, Lin Guan, Jie Zhang, Mohamed Cheriet

“…To pursue efficient integrated radio and optical networks, more efficient ways to conduct transmission under the demand of edge and cloud collaboration are required. …”
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Automated skin lesion detection and prevalence estimation in Tamanend's bottlenose dolphins by Colin J. Murphy, Melissa A. Collier, Ann-Marie Jacoby, Eric M. Patterson, Megan M. Wallen, Janet Mann, Shweta Bansal

“…Recent advancements in technology, such as machine learning, can provide researchers with more efficient ecological monitoring methods to address health questions at both the population and the individual levels. …”
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THE BUSINESS ECOSYSTEM APPROACH APPLIED TO THE INDUSTRIAL HERITAGE MANAGEMENT by Maria Concetta Perfetto, Angelo Presenza

“…The analysis of the case reveals that an efficient project of IHBE relies on a system capable to link the creative idea, the organization and the business ecosystem in order to reach the market satisfaction; the IHBE success is related to the ability to co-evolve and valorize the actors involved in the project, generating a series of trust relationships primarily focused on the coproduction. …”
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A novel time difference of arrival localization algorithm using a neural network ensemble model by Zhenkai Zhang, Feng Jiang, Boyuan Li, Bing Zhang

“…The simulation results show that the proposed algorithm is efficient in improving the generalization ability and localization precision of the neural network ensemble model.…”
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