MDFGNN-SMMA: prediction of potential small molecule-miRNA associations based on multi-source data fusion and graph neural networks by Jianwei Li, Xukun Zhang, Bing Li, Ziyu Li, Zhenzhen Chen

“…Finally, the averaged final feature vectors were utilized as input for a multilayer perceptron to predict the associations between SMs and miRNAs. …”
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Optimization of self-sufficient hybrid renewable energy source fed BWRO desalting plant through fuzzy AHP and VIKOR MCDM techniques by D. Suriya kumari, P.S. Manoharan, K. Chidambarathanu, J. Vishnupriyan

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Using prescribing very short answer questions to identify sources of medication errors: a prospective study in two UK medical schools by Karim Meeran, Amir H Sam, Chee Yeen Fung, Rebecca K Wilson, Emilia Peleva, David C Kluth, Martin Lupton, David R Owen, Colin R Melville

“…Of the incorrect VSA responses, 33.1% were due to the medication prescribed, 6.0% due to the dose, 1.4% due to the route and 4.8% due to the frequency.Conclusions Prescribing VSA questions represent an efficient tool for providing detailed insight into the sources of significant prescribing errors, which are not identified by SBA questions. …”
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Preparation of coal-based low-dimension carbon materials and the applications in organic solar cells by Yong ZHAO, Min LIU, Jianlei QUE, Peng HUANG

“…This transformation plays a significant role in achieving cleaner coal utilization and promoting the development of renewable energy sources. …”
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Enhanced SWIPT With Cooperative Relaying for Energy Efficient and Reliable NOMA-Based Underwater Acoustic Sensor Networks by R. Deepa, V. P. Harigovindan, Veerapu Goutham, Shaeen Kalathil

“…In the proposed scheme, the additional bandwidth available at the near user, by virtue of the lesser distance from the source, is utilized to harvest energy, and also the near user acts as a relay to forward messages to the far user. …”
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Highly Efficient JR Optimization Technique for Solving Prediction Problem of Soil Organic Carbon on Large Scale by Harsh Vazirani, Xiaofeng Wu, Anurag Srivastava, Debajyoti Dhar, Divyansh Pathak

“…The primary aim of this research is to develop and evaluate a novel optimization algorithm for accurate SOC prediction by leveraging multi-source environmental data. Specifically, this study aims to (1) create an integrated dataset combining remote sensing and ground data for comprehensive SOC analysis, (2) develop a new optimization technique that enhances both machine learning and deep learning model performance, and (3) evaluate the algorithm’s efficiency and accuracy against established optimization methods like Jaya and GridSearchCV. …”
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Water quality characteristics of municipal wastewater treatment plants and the prospect of reclaimed water utilization in lower-middle income and water-scarce areas: A case study o... by Yutong Duan, Hongbo Xi, Zhikai Qin, Ruili Guo, Fang Wang, Yue Yuan

“…Effluent water quality generally met the discharge standards, though TN removal efficiency was unsatisfactory in some cases. The study also explored the future potential of reclaimed water in Puyang, highlighting opportunities to increase utilization rates to 30% by 2025 through enhanced infrastructure and technological innovations. …”
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Research progress on physical and chemical properties of coal gasification slag and its preparation of building materials by Xiaowei GU, Xiaowei GE, Shaoqian LIU, Xuecheng DING, Li WANG, Dongwei HUANG, Dawei WANG, Yile MA

“…With the rapid development of the modern coal chemical industry, coal gasification technology plays an increasingly important role in the clean and efficient utilization of energy. The discharge of coal gasification slag (CGS), an industrial by-product of the gasification process, continues to increase. …”
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Evaluation of greenhouse gas emissions in subway tunnel construction by Yalin Guo, Chen Dong, Zheng Chen, Shulei Zhao, Wenhao Sun, Wei He, Lei Zhang, Yiyuan Wang, Nan Hu, Chun Guo

“…The findings emphasize the importance of accurate evaluation of high-impact building materials and construction machinery, particularly in contexts where basic energy consumption data are limited. Strategies such as utilizing recycled materials and enhancing machinery efficiency can lead to significant emission reductions. …”
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Performance Evaluation of Hybrid System (PV/ Wind/ Battery) Integrated with Smart Grids by Ahmed Yahia Yaseen

“… A smart grid (SG) is an interconnected system of electrical outlets that monitors and controls the energy flow from various sources to satisfy different consumers’ loads. The smart grid achieves this goal by utilizing digital and other cutting-edge technology. …”
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Microbial synthesis and extraction of value-added metabolites by Rhodotorula toruloides from waste stream: a sustainable approach by L. A. Swagatika Priyadarshini, Rashmi Kataria

“…The mevalonate pathway plays a crucial role in the production of these substances. R. toruloides can utilize diverse carbon sources, including waste-derived and sustainable substrates. …”
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Energy Storage Systems: Scope, Technologies, Characteristics, Progress, Challenges, and Future Suggestions—Renewable Energy Community Perspectives by Shoaib Ahmed, Antonio D’Angola

“…A paradigm transition from centralized to decentralized energy systems has occurred, which has increased the deployment of renewable energy sources (RESs) in renewable energy communities (RECs), promoting energy independence, strengthening local resilience, increasing self-sufficiency, and moving toward CO₂ emission reduction. …”
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Enhanced Output Performance of Two-Level Voltage Source Inverters Using Simplified Model Predictive Control with Multi-Virtual-Voltage Vectors by Hyeongyo Chae, Chan Roh

“…While two-level voltage source inverters are commonly utilized in small- and medium-sized ships owing to their simple structure and cost-effectiveness, they have limitations, such as high switching losses and reduced output performance. …”
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Decoy-State and Purification Protocols for Superior Quantum Key Distribution with Imperfect Quantum-Dot-Based Single-Photon Sources: Theory and Experiment by Yuval Bloom, Yoad Ordan, Tamar Levin, Kfir Sulimany, Eric G. Bowes, Jennifer A. Hollingsworth, Ronen Rapaport

“…These protocols can be utilized efficiently on a host of various quantum emitters having controllable photon statistics with a finite photon-number basis, offering a practical approach to QKD without the hindering requirements on the single-photon purity of the photon source.…”
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CALIBRATION OF MICROSCOPIC TRAFFIC SIMULATION OF URBAN ROAD NETWORK INCLUDING MINI-ROUNDABOUTS AND UNSIGNALIZED INTERSECTION USING OPEN-SOURCE SIMULATION TOOL by Mehmet Nedim YAVUZ, Halit ÖZEN

“…To this end, an open-source tool called SUMO (Simulation of Urban Mobility) was utilized as a simulation environment in this study. …”
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Exploration of Using an Open‐Source Large Language Model for Analyzing Trial Information: A Case Study of Clinical Trials With Decentralized Elements by Ki Young Huh, Ildae Song, Yoonjin Kim, Jiyeon Park, Hyunwook Ryu, JaeEun Koh, Kyung‐Sang Yu, Kyung Hwan Kim, SeungHwan Lee

“…We explored Llama 3, an open‐source large language model, to efficiently evaluate these trends. …”
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Multi-risk-scenarios flexibility evaluation model of regional power grid considering economic efficiency of dispatching measures by ZHOU Qihang, GUAN Lin, XIAN Weihong, XUAN Peizheng, CHENG Lanfen, LI Zixi

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THE IMPORTANCE OF FINANCIAL LEVER IN THE MANAGEMENT OF ALTERNATIVE ENERGY DEVELOPMENT by V. Metelytsya, O. Gubar, V. Chaban, O. Perederii, Y. Hryhorenko

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Enhancing distribution system stability and efficiency through multi‐power supply startup optimization for new energy integration by Qinglin Meng, Xinyu Tong, Sheharyar Hussain, Fengzhang Luo, Fei Zhou, Ying He, Lei Liu, Bing Sun, Botong Li

“…Extensive simulations and comparative analyses demonstrate that the proposed model improves new energy utilization by up to 37.5% and reduces operational costs by approximately 16%, enhancing overall operational efficiency in high energy consumption scenarios.…”
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A path towards high lithium-metal electrode coulombic efficiency based on electrolyte interaction motif descriptor by Ruhong Li, Xiaoteng Huang, Haikuo Zhang, Jinze Wang, Yingzhu Fan, Yiqiang Huang, Jia Liu, Ming Yang, Yuan Yu, Xuezhang Xiao, Yuanzhong Tan, Hao Bin Wu, Liwu Fan, Tao Deng, Lixin Chen, Yanbin Shen, Xiulin Fan

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