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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Day-Ahead Scheduling of IES Containing Solar Thermal Power Generation Based on CNN-MI-BILSTM Considering Source-Load Uncertainty by Kun Ding, Yalu Sun, Boyang Chen, Jing Chen, Lixia Sun, Yingjun Wu, Yusheng Xia

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Short-term Power Load Forecasting for a 33/11 KV Sub-Station by Utilizing Attention-Based Hybrid Deep Learning Architectures by Mukkamala R.

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Key technologies and approaches for water resource conservation and utilization in arid to semi-arid open-pit coal mining areas in the northern sand prevention belt of China by Jie FANG, Zhimin XU, Wei CHENG, Zihan LU, Yongqiang ZHAO, Yuhao ZHU, Tianci CHEN

“…These key technologies include (1) a multi-level mine water storage model that integrates surface reservoirs, reinjection into the Quaternary aquifer, and subsurface reservoirs; (2) the interception and storage of surface water; (3) the efficient capture and utilization of atmospheric condensate water; (4) groundwater source control dominated by curtain grouting, and (5) the artificial reconstruction of ecological aquifers in open-pit mining areas. …”
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A Scalable All-Digital Near-Memory Computing Architecture for Edge AIoT Applications by Masoud Nouripayam, Arturo Prieto, Joachim Rodrigues

“…With the growing need to process large volumes of data, edge computing near data collection sources has become increasingly important. However, the resource constraints of edge devices require more efficient data processing techniques. …”
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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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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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Relationship between ecological spatial network and vegetation carbon use efficiency in the Yellow River Basin, China by Chenglong Xu, Xiang Chen, Qiang Yu, Buyanbaatar Avirmed, Jikai Zhao, Wei Liu, Weijie Sun

“…In this study, utilizing remote sensing data, the Yellow River Basin (YRB) was selected as a case study to analyze vegetation CUE through the Carnegie Ames Stanford Approach (CASA) and Light Use Efficiency-Normalized Difference Water Index (LUE-NDWI) models. …”
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Β-FeOOH modified polyurethane foam for efficient adsorption of arsenite and arsenate from contaminated water by Qiang Li, Yifan Yao, Yingying Tang, Jinsheng Huang, Mei He, Wei Zhang

“…In the quest to purify contaminated natural water sources, β-FeOOH-PUF has been employed to adsorb As(III) and As(V). …”
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Design of an Efficient Deep Learning-Based Diagnostic Model for Wind Turbine Gearboxes Using SCADA Data by Xuan-Kien Mai, Jun-Yeop Lee, Jae-In Lee, Byeong-Soo Go, Seok-Ju Lee, Minh-Chau Dinh

“…Global efforts to address climate change have intensified the transition from fossil fuels to renewable energy sources, positioning wind power as a critical player due to its advanced technology, scalability, and environmental benefits. …”
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Federated Learning for Real-Time Demand Response by Data Centers Toward Energy Efficiency and Privacy Preservation by Mohannad Alhazmi, Alexis Pengfei Zhao, Wanzi Li, Chenlu Yang

“…This study presents a federated learning approach tailored for IoT-enabled data centers to optimize energy usage and enhance data privacy. Our novel method utilizes real-time data to generate effective and efficient actions in response to operational demands, in compliance with energy conservation and stringent privacy standards. …”
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Energy and Performance Analysis of Solar Solid-Dry Cooling Systems for Energy-Efficient Buildings in Tropical Regions by Saleh Radam Saal, Armaan Adamian, Ali Adelkhani

“… In pursuing energy-efficient building solutions, renewable energy sources like solar power are increasingly utilized in ventilation and cooling systems. …”
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Novel dihydroxybenzohydrazide grafted deoxycellulose for efficient removal of anionic food colorants and hexavalent chromium from wastewater by Magda A. Akl, Azza A. H. Fahim, El-Sayed R. H. El-Gharkawy

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Dietary Replacement Impacts of Fish Meal With Corn Gluten Meal on the Growth, Feed Utilization, and Biochemical Composition of Juvenile Red Sea Bream (Pagrus major) by Tae Woong Kwon, Sung Hwoan Cho

“…The reliance on fish meal (FM) as the primary protein source in aquafeeds is becoming increasingly unsustainable due to overfishing and limited resources. …”
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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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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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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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Enhancing LiDAR Data Positioning Accuracy in National Forest Surveys through Multi-Source Point Cloud Matching in Terrasolid software by A. Shcherbacheva, A. Puttonen, A. Soininen

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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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Advancing Permafrost Monitoring With Autonomous Electrical Resistivity Tomography (A‐ERT): Low‐Cost Instrumentation and Open‐Source Data Processing Tool by M. Farzamian, G. Blanchy, P. McLachlan, G. Vieira, M. Esteves, M. A. dePablo, J. Triantafilis, E. Lippmann, C. Hauck

“…The processing workflow incorporates diagnostic and filtering tools and utilizes open‐source software, ResIPy, for data inversion. …”
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