Effectiveness of Partition and Graph Theoretic Clustering Algorithms for Multiple Source Partial Discharge Pattern Classification Using Probabilistic Neural Network and Its Adaptiv... by S. Venkatesh, S. Gopal, K. Kannan

“…Several efforts have been undertaken by researchers to classify PD pulses utilizing artificial intelligence techniques. Recently, the focus has shifted to the identification of multiple sources of PD since it is often encountered in real-time measurements. …”
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Recent research progresses of bioengineered biliary stents by Jianing Yan, Zhichao Ye, Xiaofeng Wang, Danyang Zhong, Ziyuan Wang, Tingting Yan, Tianyu Li, Yuyang Yuan, Yu Liu, Yifan Wang, Xiujun Cai

“…After providing an overview of the various types of cell sources & organoids and fabrication methods utilized for the bioengineering process, we present the in vitro and in vivo applications of bioengineered biliary ducts, along with the latest advances in this exciting field. …”
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A new hybrid distance and similarity based scenario reduction approach for stochastic economic operation of microgrid by Gaurav Gangil, Amit Saraswat, Sunil Kumar Goyal

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Optimized protein isolation from industrial Sacha Inchi seed meal via alkaline extraction: Functional and nutritional characterization by Sutharut Jiapong, Tippaporn Bualeong, Sasivimon Chittrakorn, Worasit Tochampa, Khanitta Ruttarattanamongkol

“…The sustainable utilization of agricultural by-products for novel protein sources is crucial for addressing global food security. …”
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Navigating the Intersection of Microgrids and Hydrogen: Evolutionary Trends, Challenges, and Future Strategies by Bawantha Indrajith, Kosala Gunawardane

“…This review explores topological and functional-based classifications of microgrids, advancements in hydrogen generation, storage, and utilization technologies, and their integration with microgrid systems. …”
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Hybrid energy harvesting using piezoelectric footsteps and solar panels to ensure clarity by O. Hussein, Waleed K．S．Al-jumaili, Faiz F．Mustafa, Esraa Al−Ali, Marwa A Mohammed

“…The utilization of tracking solar panels and piezoelectric pressure sensors integrated into footsteps significantly fulfils power requirements from a renewable source. …”
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Design and implementation of a tumor risk factor surveillance data management platform based on big data by Wei WANG, Hui GE, Yu CAO, Ming WAN, Xuemei SU

“…To enhance the integration, sharing, and utilization of full-chain tumor risk factor data, this study employed big data technologies to integrate and analyze multi-source heterogeneous tumor risk factor surveillance data. …”
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Ancillary Voltage Control Design for Adaptive Tracking Performance of Microgrid Coupled With Industrial Loads by Subrata K. Sarker, Shahriar Rahman Fahim, Niloy Sarker, Kazi Zakaria Tayef, Abu Bakar Siddique, Dristi Datta, M. A. Parvez Mahmud, Md. Fatin Ishraque, Sajal K. Das, Md Rabiul Islam Sarker, Sk. A. Shezan, Ziaur Rahman

“…Although the utilizing of renewable energy sources (RESs) in microgrid (MG) offers a recognized solution to meet the increasing demand, it’s performance depend on various meteorological factors of RESs. …”
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A dynamic risk assessment model for network systems by Hongbin ZHANG, Jiamei MI, Jun ZUO, Bin LIU

“…The knowledge graph was dynamically updated,and the risk of the network system was quantitatively evaluated according to the utility function. The experimental results show that fitting degree of the assessment results to the true values is better than the HMM and AHP methods,which can more accurately respond to the risk changes of the system. …”
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Heat generation/absorption and bioconvective swirling stagnation point flow impact of magnetized Maxwell nanofluid by a stretchable rotating disk by Arfan Shahzad, Muhammad Imran, Madeeha Tahir, Shan Ali Khan, Nehad Ali Shah

“…This problem is computed numerically by deploying the bvp4c built-in function in MATLAB. The impacts of concerned flow describing parameters are assessed by utilizing both graphical and tabulated approaches. …”
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Cairan Ionik sebagai Penyerap Gas CO2 by Yunita Anggraini, Inge Magdalena Sutjahja

“…In this case, DES absorbs CO2 from exhaust gases and provides it as a source of nutrition for microalgae.…”
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“Pest Forests”, “Utility Forests” and “Cow Bends” by Gerard A. Persoon

“…With the modernization of agriculture and alternative sources of energy, many of these forest islands have been cleared for the sake of expanding the pastures. …”
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Novel energy utilization mechanisms of microorganisms in the hydrosphere by Anhuai Lu, Jia Liu, Meiying Xu, Shungui Zhou, Juan Liu, Fanghua Liu, Yong Nie, Hongrui Ding, Yan Li

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Optimizing performance and economic viability of combined energy systems: A novel energy hub framework by Dan Wang, Chenlin Ying

“…This paper introduces a novel framework for optimizing combined energy systems through energy hubs, integrating electricity, heating, and cooling with renewable energy sources (RES) and demand response programs (DRPs). …”
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Multi-View Cluster Structure Guided One-Class BLS-Autoencoder for Intrusion Detection by Qifan Yang, Yu-Ang Chen, Yifan Shi

“…Network traffic data originate from diverse terminal sources, exhibiting multi-view feature spaces, while the collection of unknown intrusion data is costly. …”
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HVAC/DC system reliability evaluation based on improvement point estimation method by Jiaqi ZHAO, Ning FENG, Yue WANG

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An Embodied Intelligence System for Coal Mine Safety Assessment Based on Multi-Level Large Language Models by Yi Sun, Faxiu Ji

“…Furthermore, its memory functionality ensures the learning and utilization of historical experiences, providing a solid foundation for continuous assessment processes. …”
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The Impact of Differences in Renovation Models of Abandoned Boiler Rooms on Community Vitality—A Case Study of Shenyang, China by Lei Chen, Yahang Cheng, Zixi Zhou, Yibo Wen

“…Unlike prior studies that rely on single data sources or unidimensional metrics, our multi-source approach enhances spatiotemporal resolution, improves the accuracy of subjective perceptions, and enables cross-validation between objective behavioral trajectories and residents’ self-reports, thereby significantly strengthening the comprehensiveness and reliability of community vitality measurement. …”
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Kolmogorov–Arnold Networks for Interpretable Crop Yield Prediction Across the U.S. Corn Belt by Mustafa Serkan Isik, Ozan Ozturk, Mehmet Furkan Celik

“…This study presents a state-of-the-art explainable artificial intelligence (XAI) method to estimate corn yield prediction over the Corn Belt in the continental United States (CONUS). We utilize the recently introduced Kolmogorov–Arnold Network (KAN) architecture, which offers an interpretable alternative to the traditional Multi-Layer Perceptron (MLP) approach by utilizing learnable spline-based activation functions instead of fixed ones. …”
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Coastal Urban Ecological Security Pattern Identification Integrating Land Subsidence Factors: A Deep Learning-Based Case Study of Zhuhai City by Yuan Shaoxiong, Gong Qinghua, Ye Yuyao, Wang Jun, Hao Yinlei, Zhang Yaze, Liu Bowen

“…Principal component analysis and information entropy performed better in identifying construction and corridor areas, whereas nonlinear fusion showed advantages in source area identification. This study makes three key contributions: (1) it establishes a novel methodological framework for incorporating vertical geological factors into ESP construction, addressing a significant gap in traditional approaches; (2) it quantitatively reveals the spatial heterogeneity of land subsidence impacts on different functional ecological zones, providing evidence-based guidance for targeted management; and (3) it demonstrates the effectiveness of deep learning and multisource data fusion techniques in complex ecological-geological system modeling. …”
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