Rapid and greener vortex-assisted deep eutectic solvent-based dispersive liquid-liquid microextraction for spectroscopic determination of Hg in fuels by Mxolisi J. Kiwanuka, Philiswa N. Nomngongo, Nomvano Mketo

“…The optimized method was validated using NIST SRM 2778 with certified mercury concentration of 38.98 µg/kg ± 1.10 µg/kg. …”
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Application of five seismic attributes in natural fracture prediction for deep coalbed methane production along the eastern margin of the Ordos Basin by Jiangnan TONG, Feng WANG, Feng ZHANG, Wei HOU, Zhongbai LI, Liang JI, Yanan JIANG, Wei SUN

“…The verification using multi-source data, including formation micro-imaging (FMI) logs, array acoustic logs, and fracturing curves, indicates that the azimuthal statistical method exhibited higher reliability in predicting fracture orientation (coincidence rate: 89 %) and developmental degree (prediction accuracy: 88.5 %). …”
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LiDGS: An efficient 3D reconstruction framework integrating lidar point clouds and multi-view images for enhanced geometric fidelity by Li Yan, Jiang Song, Hong Xie, Pengcheng Wei, Gang Li, Longze Zhu, Zhongli Fan, Shucheng Gong

“…Our source code will be published at https://github.com/SongJiang-WHU/LiDGS.…”
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Quantification of Carbon Emissions of Building Decoration Processes by Lianxiang Zhang, Huanyu Wu, Xin Wang, Fugui Wu, Zhikun Ding, Lei Song, Xin Rong, Jing Liu, Xin Wen, Ping Zhong

“…It highlights the key sources of carbon emissions and proposes targeted mitigation strategies. …”
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Choice of Anesthesia for Orthopedic Surgery in Elderly and Senile Patients (Review) by I. A. Lisichenko, V. G. Gusarov

“…Management of elderly and senile patients is a major challenge due to significant comorbidity, especially in surgery under general anesthesia.The aim of the review was to identify the optimal method of anesthesia for knee arthroplasty in elderly patients based on the available clinical and experimental studies.We searched PubMed, Medline, and Elibrary.ru databases for relevant sources. …”
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Enhanced power sharing and voltage regulation for islanded nano-satellite DC microgrids in spinning flight scenarios by Khalil Louassaa, Josep M. Guerrero, Baseem Khan, Muhammad Zain Yousaf, Mohamed Ali Zdiri, Liu Zhang, Rajkumar Sivanraju

“…The solution provides four key advantages: (1) robust handling of dynamic operational conditions including sudden constant power load variations, source fluctuations, and islanding/connection mode transitions; (2) decoupled control architecture separating high-level power management from fast local regulation; (3) optimized computational efficiency for onboard processing constraints; and (4) enhanced environmental robustness through NTSM’s inherent stability in extreme thermal/radiation conditions. …”
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Infrastructure-based sensor fusion for acquiring gross vehicle weight rating classifications by Guoliang Feng, Yiqiao Li, Andre Y.C. Tok, Stephen G. Ritchie

“…To address this challenge, this paper developed an approach to acquire GVWR-based classification data through the aggregation of two complementary infrastructure-based sensing technologies: inductive loop sensors and side-fire cameras. An open-source intelligence (OSINT) method was initially adopted to establish a GVWR-based vehicle dictionary to overcome mapping challenges with classes that cannot be directly associated with singular GVWR-based classes. …”
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Enhancing education quality with hybrid clustering and evolutionary neural networks in a multi phase framework by Saleem Malik, Chandrakanta Mahanty, Jnanaranjan Mohanty, Krunal Vaghela, T. Narmadha, R. Sivaranjani, Javed Khan Bhutto, Saiful Islam, Anwar Khan, Amanuel Zewdie

“…School performance prediction is a key field of Educational Data Mining (EDM), however manual computation and data mining methods struggle with the expanding volume of complicated data from varied sources, leaving research gaps and unresolved challenges. …”
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Anticancer properties of 1,2,4-triazole derivatives (literature review) by I. V. Bushuieva, M. V. Parchenko

“…Research materials primarily comprised literary sources containing information on the promising array of new biologically active compounds, particularly 1,2,4-triazole derivatives, known for their targeted anticancer properties. …”
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Does the Timing of the Initiation of Physical Therapy Post‐Rotator Cuff Repair Impact Shoulder Function? by Reivian Berrios Barillas, James Irrgang

“…Payor source may have influenced the number of PT visits (R2 = 0.060, p < 0.001). …”
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Investigation on the Shear Behavior and Mechanism of MICP-Treated Loess Soil by Yang Chen, Li Zhao, Jiaojiao Zi, Jianyong Han, Chaozhe Zhang

“…Subsequently, calcium chloride was selected as the optimal calcium source based on the ultimate strength of the MICP-treated loess. …”
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Life cycle inventory dataset for energy production and storage technologies: Standardized metrics for environmental modelingZenodo by Elena Rozzi, Paolo Marocco, Marta Gandiglio

“…Robust average values were derived by consolidating information from multiple sources, thereby addressing a key gap in the literature whereby heterogeneous and fragmented data can make their practical application problematic. …”
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Analysis of Cogging Torque Ripple Based on Multiple Square-Wave Radial Superposition MMF for Wound-Field Synchronous Motors by Tingting Hou, Jiakuan Xia, Jin Chen, Meijun Qi

“…First, based on the energy method, the analytical expression of cogging torque ripple under the square wave MMF is derived, and the source and weakening method of cogging torque ripple are clarified. …”
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Robust Classification of UWB NLOS/LOS Using Combined FCE and XGBoost Algorithms by Shoude Wang, Nur Syazreen Ahmad

“…Experimental results on an open-source dataset covering seven scenarios show average accuracy, precision, recall, and F1 score of 93.2%, 94.8%, 90.3%, and 92.5%, respectively, highlighting the method&#x2019;s superior performance and robustness in diverse environments.…”
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Towards Economic Sustainability: A Comprehensive Review of Artificial Intelligence and Machine Learning Techniques in Improving the Accuracy of Stock Market Movements by Atoosa Rezaei, Iheb Abdellatif, Amjad Umar

“…This study examines the incorporation of artificial intelligence (AI) and machine learning (ML) technologies to address gaps in identifying predictive factors, integrating diverse data sources, and optimizing methodologies. Employing a systematic review, recent advancements in ML techniques like deep learning, ensemble methods, and neural networks are analyzed, alongside emerging data sources such as traders’ sentiment and real-time economic indicators. …”
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Energy Management Considering Energy Storage and Demand Response for Smart Energy Hub in Internet of Things by Jinyong Lei, Changcheng Zhou, Xiaolin Li, Andi Huang, Hao Bai, Zhiyong Yuan, Linjie Zhou

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Maximum Energy Absorbed from the Persian Gulf Waves Considering Uncertainty in Power Take off Parameters by Mohammad Jalali, Reihaneh Kardehi Moghaddam, Naser Pariz

“…Compared to particle swarm optimization and conventional black hole algorithm, the results of the proposed method indicate enhancements in reference velocity tracking and absorbed power. …”
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Advanced Anomaly Detection in Smart Grids Using Graph Convolutional Networks With Integrated Node and Line Sensor Data by Mahdi Zarif, Ramin Moghaddass

“…Also, an optimization model was developed to find the most likely sources of anomalies across all nodes and edges of the network. …”
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Memory Mining and Spatial Transformation of Daily Landscape in Renewal of Tianjin Old City by Chunyan ZHANG, Xinyi ZHANG, Tianying HOU

“…Additionally, the research revitalizes spatial vitality through renewal efforts and provides a novel method for sustainable urban spatial optimization.…”
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Sectoral interactions and primary drivers in integrated CLEWs modeling: insights from Kenya by Roberto Heredia-Fonseca, Pietro Lubello, Francesco Gardumi, Will Usher

“…Using the Morris screening method, the analysis emphasizes the key role of discount rates—both global and technology- specific—influencing the energy sector, biomass use for cooking, renewable energy sources penetration, and forest land cover. …”
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