A hybrid deep learning framework for global irradiance prediction using fuzzy C-Means, CNN-WNN, and Informer models by Walid Mchara, Lazhar Manai, Mohamed Abdellatif Khalfa, Monia Raissi, Wissem Dimassi, Salah Hannachi

“…By minimizing prediction uncertainty, the framework empowers smarter battery utilization and route planning, bridging the gap between renewable energy and sustainable mobility. …”
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The Morphological and Ecogeographic Characterization of the <i>Musa</i> L. Collection in the Gene Bank of INIAP, Ecuador by Nelly Avalos Poaquiza, Ramiro Acurio Vásconez, Luis Lima Tandazo, Álvaro Monteros-Altamirano, César Tapia Bastidas, Sigcha Morales Franklin, Marten Sørensen, Nelly Paredes Andrade

“…The findings contribute valuable information for the efficient conservation, selection, and utilization of the <i>Musa</i> germplasm in Ecuadorian agroecosystems. …”
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Prediction of Li-ion conductivity in Ca and Si co-doped LiZr2(PO4)3 using a denoising autoencoder for experimental data by Yumika Yokoyama, Shuto Noguchi, Kazuki Ishikawa, Naoto Tanibata, Hayami Takeda, Masanobu Nakayama, Ryo Kobayashi, Masayuki Karasuyama

“…However, a recent use of a materials informatics approach utilizing machine learning shows promise for more efficient property optimization. …”
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KnowVID-19: A Knowledge-Based System to Extract Targeted COVID-19 Information from Online Medical Repositories by Muzzamil Aziz, Ioana Popa, Amjad Zia, Andreas Fischer, Sabih Ahmed Khan, Amirreza Fazely Hamedani, Abdul R. Asif

“…The system utilizes various open-source machine learning tools, such as GROBID, S2ORC, and BioC to streamline the processes of data extraction and data mining. …”
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Optimal design of coalbed methane wells in mining area with thin to medium thick coal seam group by Ang XU, Shuxun SANG, Xiaozhi ZHOU, Sijie HAN, Jie CHEN, Yunfei FENG, Yi LOU, Zhihua YAN, Wei GAO

“…In mining areas, utilizing coalbed methane (CBM) wells to extract stress relief coalbed methane from adjacent coal seams is an efficient strategy. …”
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Development and Experimental Validation of Auxiliary Rolling Bearing Models for Active Magnetic Bearings (AMBs) Applications by Anna Tangredi, Enrico Meli, Andrea Rindi, Alessandro Ridolfi, Pierluca D’Adamio, Amedeo Frilli, Duccio Fioravanti, Benjamin Defoy

“…Nowadays, the search for increasing performances in turbomachinery applications has led to a growing utilization of active magnetic bearings (AMBs), which can bring a series of advantages thanks to their features: AMBs allow the machine components to reach higher peripheral speeds; in fact there are no wear and lubrication problems as the contact between bearing surfaces is absent. …”
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Experimental Study on Fretting Wear Characteristic of Zr-4 Alloy by LIU Haidong1, 2, HE Kai1, FU Jinsheng1, LI Zhengyang3, PU Zengping3, REN Quanyao3, CHEN Deqi4, WANG Ningyuan4

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Defying the oxidative-addition prerequisite in cross-coupling through artful single-atom catalysts by Jiwei Shi, Gang Wang, Duanshuai Tian, Xiao Hai, Rongwei Meng, Yifan Xu, Yu Teng, Lu Ma, Shibo Xi, Youqing Yang, Xin Zhou, Xingjie Fu, Hengyu Li, Qilong Cai, Peng He, Huihui Lin, Jinxing Chen, Jiali Li, Jinghan Li, Qian He, Quan-Hong Yang, Jun Li, Dongshuang Wu, Yang-Gang Wang, Jie Wu, Jiong Lu

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Characteristics and Influencing Factors of Phosphorus Loss in Watersheds during Typical Rainfall Events by LIU Xiao-rong, DU Xin-zhong, LIU Xin-ru, HAN Yu-guo, AN Miao-ying, LEI Qiu-liang, LIU Hong-bin

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Large Language Model-Guided SARSA Algorithm for Dynamic Task Scheduling in Cloud Computing by Bhargavi Krishnamurthy, Sajjan G. Shiva

“…This paper provides the mathematical modeling of the proposed LLM_SARSA for performance in terms of the rate of convergence, reward shaping, heuristic values, under-/overestimation on non-optimal actions, sampling efficiency, and unbiased performance. The implementation of the LLM_SARSA is carried out using the CloudSim express open-source simulator by considering the Google cloud dataset composed of eight different types of clusters. …”
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Financing health system elements in Africa: A scoping review. by Humphrey Cyprian Karamagi, David Njuguna, Solyana Ngusbrhan Kidane, Herve Djossou, Hillary Kipchumba Kipruto, Aminata Binetou-Wahebine Seydi, Juliet Nabyonga-Orem, Diane Karenzi Muhongerwa, Kingsley Addai Frimpong, Benjamin Musembi Nganda

“…Thus, we aimed to generate evidence on how to utilize resources from different sources of funds in Africa. …”
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Optimized extraction and kinetic study of cholesterol oxidase from a newly isolated Escherichia fergusonii strain from local whey samples: insights through a combined experimental... by Simin Khataee, Gholamreza Dehghan, Samaneh Rashtbari, Arezu Marefat, Sina Jamei, Hamed Farzi-Khajeh

“…Abstract Background Microbial cholesterol oxidase (ChoX) has wide clinical and industrial applications; therefore, many efforts are being made to identify promising sources. This study aimed to isolate a novel ChoX-producing bacterial strain from whey samples. …”
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Fuel cell technologies in the automotive sector: A focus on proton exchange membrane and Alkaline fuel cells by Vijay Bhooshan Kumar, Aakash Collin, M. Gopi Sankar, Kanakasabapathi Subramanian

“…We provide a detailed comparative analysis of the utility, efficiency, and development status of both PEMFCs and AFCs. …”
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Western Asian and Northern African residential building stocks: archetype analysis by Sahin Akin, Aida Eghbali, Chibuikem Nwagwu, Edgar Hertwich

“…This study presents the first comprehensive analysis of residential building stocks in 19 countries across these Western Asia and Northern Africa (WANA), utilizing an archetype-based, bottom-up, stock-modeling approach. …”
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Optimization of Remote Backup Protection Coordination Logic Based on Dynamic Identification of Faulty Components in Transmission Grids by LIN Xiangning, JI Jihao, DING Yifan, LI Zhengtian, WENG Hanli

“…For symmetrical faults， a single traveling wave monitoring device at the substation， combined with the global traveling wave arrival time difference and a double-ended ranging algorithm， is utilized to achieve microsecond-level fault location identification. …”
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Solar-thermoelectric mobile storage system integrated with electric vehicles for reducing postharvest and microbial losses in agro produce transportation by Lalith Pankaj Raj Nadimuthu, Kirubakaran Victor, Mohit Bajaj, Vojtech Blazek, Lukas Prokop

“…By enabling access to affordable, reliable, and renewable energy sources, the system directly contributes to the achievement of Sustainable Development Goal (SDG) 7, while simultaneously addressing food waste reduction and improving the efficiency and resilience of agro-supply chains.…”
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Bifunctional catalysts derived from mineral ores for cost-effective and robust CO2 capture and conversion by Wenqi Fan, Qian Wu, Liang Huang, Xinglei Zhao, Shipeng Ding, Qiang Wang, Ming Xue, Xingchun Li

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Optimizing n-3 PUFA dietary enrichment in slow-growing Korat chickens using lipid-based nanoparticles: Effects on growth performance, carcass traits, meat quality, meat fatty acid... by Piyaradtana Homyok, Wunpen Sonsamrong, Nitipol Chainet, Wichuta Khosinklang, Anyanee Kamkaew, Teerapong Yata, Elisabeth Baéza, Cécile Berri, Amonrat Molee, Wittawat Molee

“…This research aimed to investigate the optimization of lipid-based nanoparticles to improve the utilization of n-3 PUFA source in chicken diets. Three groups of slow-growing Korat chickens were reared under the same conditions and fed a diet containing 6 % rice bran oil (RBO, control group), 3 % tuna oil (3 % TO) and 3 % tuna oil in targeted lipid-based nanoparticles (3 % TO-TNP). …”
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Carbon Footprint Assessment in Shrimp Pond Farming of Penaeus vannamei Based on Life Cycle Assessment Methods by Yunfei WANG, Xinmeng WANG, Ying LI, Jinzhen YU, Jie KONG, Jihong ZHANG

“…Second, problems such as less-refined culture techniques and lower bait utilization exist during large water surface cultures. …”
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Visible-light deep reduction of low concentration CO2 over composite catalyst Ru/CoAl-LDH and the performance enhancement mechanism by Jun DAI, Fengting JIA, Juan YANG, Zhixiang FENG, Dazhao WANG, Chongchong LENG

“…Under the dual-carbon goal, the resource utilization of CO2 driven by clean and renewable solar energy has become an important research topic. …”
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