A New Method for Fluid Identification of Low-Contrast Oil Layers in the Western Margin of Ordos Basin by ZHOU Yan, LUO Shaocheng, MU Yu, LEI Linlin, CHEN Lu, LIN Weichuan

“…To address the low injection degree of the reservoir in the study area, an evaluation method for subdividing oil and water layers based on capillary imbibition experiments is innovatively developed. …”
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Compatibility Evaluation of Photovoltaic and Hydroelectric Power Generation Potential in the Beijiang River Basin Based on Climate Resources by Ren Yifang, Zhao Yanxia, Chen Sining, Sun Qing, Li Muyuan, Zhang Yi, Liu Li

“…Additionally, the self-organizing map (SOM) clustering method is employed. The evaluation of climate resources, matching analysis, and zoning assessment for the potential for water-solar power generation are conducted in the Beijiang River Basin. …”
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LPBERT: A Protein–Protein Interaction Prediction Method Based on a Pre-Trained Language Model by An Hu, Linai Kuang, Dinghai Yang

“…LPBERT, which is based on ProteinBERT, combines Convolutional Neural Networks, Transformer encoders, and Bidirectional Long Short-Term Memory networks to achieve efficient prediction. Upon evaluation using the BioGRID <i>H. sapiens</i> and <i>S. cerevisiae</i> datasets, LPBERT outperformed other comparison methods, where it achieved accuracies of 98.93% and 97.94%, respectively. …”
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Methodology of Choosing the Most Eco-Friendly Waste Collection Truck by Ondrej STOPKA, Vladimir ĽUPTÁK, Maria STOPKOVÁ, Branislav ŠARKAN, Jaroslav MAŠEK

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Analysis of Land Surface Performance Differences and Uncertainty in Multiple Versions of MODIS LST Products by Ruoyi Zhao, Wenping Yu, Xiangyi Deng, Yajun Huang, Wen Yang, Wei Zhou

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Quality identification of Amomi fructus using E-nose, HS-GC-IMS, and intelligent data fusion methods by Pan-Pan Zhang, Xin-Jing Gui, Xin-Jing Gui, Xin-Jing Gui, Xue-Hua Fan, Han-Li, Hai-Yang Li, Xiao-Peng Li, Feng-Yu Dong, Yan-Li Wang, Jing-Yao, Jing-Yao, Jun-Han Shi, Jun-Han Shi, Rui-Xin Liu, Rui-Xin Liu, Rui-Xin Liu, Rui-Xin Liu, Rui-Xin Liu

“…Further data-level fusion of E-nose and HS-GC-IMS significantly improved the accuracy of the origin identification model to 97.96% (PLS-DA), outperforming single-source data modeling. In conclusion, the intelligent data fusion algorithm based on E-nose and HS-GC-IMS data effectively identifies the authenticity, origin, and provenance of AF, providing a rapid and accurate method for quality evaluation.…”
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RCS Special Analysis Method for Non-Cooperative Aircraft Based on Inverse Reconfiguration Coupled with Aerodynamic Optimization by Guoxu Feng, Chuan Wei, Jie Huang, Juyi Long, Yang Bai

“…To address the challenge of evaluating a radar cross-section (RCS) for a non-cooperative aircraft with limited aerodynamic shape information, this paper presents a multi-source, data-driven inverse reconstruction method. …”
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A factor analysis based automatic optimization method of vibration sensor points for ship acoustic reconstruction by Linchang Ye, Yun Liu, Zongpeng Tong, Zhaowang Xia, Wenkun Fan, Chunyu Zhang, Junhua Guo, Jianping Shen

“…Based on the numerical simulation method that calculates the vibration noise response under specific operation conditions, the minimum number and the optimal position of the accelerometers can be obtained through the factor analysis and multi-parameter comprehensive evaluation method. …”
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Comprehensive Evaluation of the Lunar South Pole Landing Sites Using Self-Organizing Maps for Scientific and Engineering Purposes by Hengxi Liu, Yongzhi Wang, Shibo Wen, Sheng Zhang, Kai Zhu, Jianzhong Liu

“…In order to effectively screen suitable landing zones near the lunar South Pole, this research proposes a comprehensive evaluation method based on a self-organizing map (SOM). …”
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A novel fabrication method of vertically aligned carbon nanotubes by single-stage floating catalyst CVD by B. V.N. Sewwandi, A. R. Kumarasinghe, Xing CHEN, P. M.C.J. Bandara, L. Jayarathna, Rohan Weerasooriya

“…Abstract The single-stage floating catalyst chemical vapor deposition (SS-FCCVD) method using the ferrocene route (e.g., ferrocene: catalyst and camphor: carbon source) offers significant but largely unexplored versatility for the production of carbon nanotubes (CNTs). …”
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Antioxidant Activity of Edible Bird’s Nest (Aerodramus fuciphagus) from Central Borneo, Indonesia by Dita Ayulia Dwi Sandi, Eka Fitri Susiani, Satrio Wibowo Rahmatullah, I Ketut Adnyana, Pratiwi Wikaningtyas

“…Previous studies have reported antioxidant activity in EBN water extracts using methods like ABTS and ORAC. However, the antioxidant activity can vary significantly depending on factors such as the source of EBN, extraction methods, and the specific assay used. …”
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Covariate Model Selection Approaches for Population Pharmacokinetics: A Systematic Review of Existing Methods, From SCM to AI by Mélanie Karlsen, Sonia Khier, David Fabre, David Marchionni, Jérôme Azé, Sandra Bringay, Pascal Poncelet, Elisa Calvier

“…Results also showed a lack of consensus on how to benchmark simulated datasets of different scenarios when evaluating method performances, but also on which metrics to use for method evaluation. …”
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Visible-Light-driven Photocatalytic Properties of Copper(I) Oxide (Cu2O) and Its Graphene-based Nanocomposites by Abdul Waheed Rabbani, Gul Naz, Elyor Berdimurodov, Basant Lal, Aigul Baimagambetova Sailauovna, Ahmad Hosseini Bandegharaei

“…The synthesized Cu2O crystal samples were used as photocatalysts for methyl orange (MO) dye decomposition, as a model molecule, to evaluate the photocatalytic activities. However, under 200 watts of a visible light source, there are four samples with and without graphene-based nanocomposite of Cu2O NPs. …”
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Disaster Resilience Evaluation of Mountainous Rural Communities: A Case Study of Representative Villages in the Anning River Basin, Liangshan Prefecture by Wu Yuanfei, Liu Mengying, Tian Bingwei, Tian Renjie, Hu Yifan

“…To enhance the scientific rigor and practical relevance of disaster resilience evaluation in mountainous rural communities, this study developed a multilevel assessment framework based on the Pressure-State-Response (PSR) model by integrating the entropy method and Analytic Hierarchy Process (AHP). …”
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Evaluation of large language models as a diagnostic tool for medical learners and clinicians using advanced prompting techniques. by Karolina Gaebe, Benjamin van der Woerd

“…<h4>Methods</h4>We analyzed the performance of three open-source LLMs-llama-3.1-70b-versatile, llama-3.1-8b-instant, and mixtral-8x7b-32768-using advanced prompt engineering when answering Medscape Clinical Challenge questions. …”
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Describing the elements of an effective dementia palliative care service by Siobhan Fox, Jonathan Drennan, Suzanne Guerin, W. George Kernohan, Aileen Murphy, Niamh O’Connor, Suzanne Timmons

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MODELING CONTROL PROCESSES OF UNSTEADY SEPARATED FLOW IN THE NEAR WAKE by V. T. Kalugin, A. S. Epikhin, E. A. Tsykunova

“…Method of flow control in the region of the near wake has been proposed.…”
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The MyGuide Web-Based Self-Management Tool for Concussion Rehabilitation: Mixed Methods Cross-Sectional Study by Alyssa Turcott, Ruthine Kang, Christopher Yao, Colleen O'Melinn, Patricia Mahoney, Susan Barlow, Julia Schmidt

“…ObjectiveThis study aimed to investigate the perceptions and acceptance of clinicians and adults with concussions using MyGuide Concussion (Vancouver Coastal Health), a web-based concussion self-management tool. MethodsUsing a mixed methods sequential explanatory design, a convenience sample of 8 adults with concussions and 8 clinicians who used MyGuide Concussion over a 2-year period were interviewed, and their responses were analyzed. …”
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Study on the Measurement Method of Indoor Elevator Noise Under the Condition of Common Wall of Elevator Shaft and Residence by Junning Li, Ziming Xu, Sheng Wang, Sihong Yu, Zubin Liu

“…Because of the lack of accurate measurement methods and evaluation indexes for the indoor noise caused by elevator operation, the contradiction between residents complains over the elevator noise pollution and qualified inspection of the elevator from standards cannot be solved. …”
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A Novel Structural Modification Method for Vibration Reduction: Stiffness Sensitivity Analysis with Principal Strain Application by Jiajun Hong, Takuya Yoshimura

“…The validity of the proposed method is examined through numerical simulation with a finite element method (FEM) model of a thin plate. …”
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