Intelligent Operation and Maintenance of Wind Turbines Gearboxes via Digital Twin and Multi-Source Data Fusion by Tiantian Xu, Xuedong Zhang, Wenlei Sun, Binkai Wang

“…The results demonstrated that the proposed method achieved the smallest prediction error and provided effective early warnings 18 h and 33 min prior to actual failures, enabling real-time and efficient operation and maintenance management for wind turbines.…”
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Legal safeguards against involuntary criminal confessions in Poland and Russia by Denis Solodov, Ilia Solodov

“…In Russia, the law provides specific rules on the admissibility of criminal confessions, their evidentiary value, and methods of verifying the reliability of suspect’s testimony. …”
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Study of Renewable Potential of the Republic of Armenia for Implementation of Hybrid Autonomous Power Supply System Using Solar Photovoltaic Modules by N. R. Kostik, S. A. Tarasov, G. Ye. Ayvasyan

“…The simulations and technical and economic analysis were performed using the HOMER Pro software in Ttsovinar region.Results. The most efficient configuration is found to be B1, with an energy cost of 0.322 $/kW·h. …”
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Deep Learning Inter-city Roads Conditions in East Africa for Infrastructure Prioritization using Satellite Imagery and Mobile Data by Davy Uwizera, Prof. Patrick McSharry, Charles Ruranga

“… Traditional survey methods for gathering information, such as questionnaires and field visits, have long been used in East Africa to evaluate road conditions and prioritize their development. …”
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Analysis and Prediction of Wear in Interchangeable Milling Insert Tools Using Artificial Intelligence Techniques by Sonia Val, María Pilar Lambán, Javier Lucia, Jesús Royo

“…This method ensures greater efficiency and accuracy than conventional techniques, providing a scalable, resource-efficient solution for reliable and insightful tool wear predictions. …”
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Intestinal Parasites among HIV/AIDS Patients on ART Attending Specialist Hospital, Sokoto State, Nigeria by Ikpeama,O. J., Ochayi, A.S. and Houmsou, R.S.

“…This study was conducted to determine the prevalence of intestinal parasites among HIV/AIDS patients in Sokoto - Nigeria. …”
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Optimization of Sustainable Seismic Retrofit by Developing an Artificial Neural Network by Hafiz Asfandyar Ahmed, Waqas Arshad Tanoli

“…While the number of input and output neurons is defined by the dataset, determining the right configuration for hidden layers is critical for performance. …”
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Legal Regulation of the External Dimension of the Common European Asylum System: current state and future perspectives by A. A. Gukepshev

“…The aim of the article is to define political and legal contours of the external dimension of the Common European Asylum System (CEAS), trace its development from 2015 to 2022, and determine future directions of its evolvement.MATERIALS AND METHODS. …”
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Features of direct democracy in Switzerland by Svetlana A. Solomonova

“…The article is about the peculiarities of referendum and popular initiative which are the main forms and institutions of direct democracy in Switzerland.The purpose of the article is to determine the peculiarities of direct democracy in Switzerland and characterize its main forms: referendum and popular initiative. …”
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An Algorithm to Analyze Cost Heterogeneity using Counterfactual Scenarios in Endovascular versus Open Repair of Abdominal Aortic Aneurysm: Predicting Costs for Subsequent Patients by Christopher A. Jones, Peter W. Callas, Robert W. Everett, Richard A. Galbraith, Richie Spitsberg, Jeffrey J. Petrozzino, Michael J. DeSarno, Andrew C. Stanley

“…Under such circumstances, it is our expectation that such algorithms may be used to select the most cost-efficient treatment.…”
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Combination of Transformed-means Clustering and Neural Networks for Short-Term Solar Radiation Forecasting by M. Ghayekhloo, M. B. Menhaj

“…The proposed method is a combination of a novel data clustering method,time-series analysis, and multilayer perceptron neural network (MLPNN). …”
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Short communication: Multiscale topographic complexity analysis with pyTopoComplexity by L. S.-H. Lai, L. S.-H. Lai, A. M. Booth, A. R. Duvall, E. Herzig, E. Herzig

“…<p>pyTopoComplexity is a Python package designed for efficient and customizable quantification of topographic complexity using four advanced methods: two-dimensional continuous wavelet transform analysis, fractal dimension estimation, rugosity index, and terrain position index calculations. …”
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GPT meets PubMed: a novel approach to literature review using a large language model to crowdsource migraine medication reviews by Elyse Mackenzie, Roger Cheng, Pengfei Zhang

“…A vast amount of scientific literature on novel migraine therapeutics continues to emerge, but an efficient method by which to perform ongoing analysis and integration of this information poses a challenge. …”
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Deep Learning-Based FSS Spectral Characterization and Cross-Band Migration by Lei Gong, Xuan Liu, Pan Zhou, Liguo Wang, Zhiqiang Yang

“…In response, researchers have developed deep learning-based approaches for FSS design, highlighting their advantages in terms of high efficiency and low resource consumption. However, these methods are typically confined to designing FSSs within the spectral ranges defined by their datasets, significantly limiting their applicability. …”
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Investigating the Effectiveness of Compassion-Focused Therapy on Caregiver Burden and Psychological Flexibility in Caregivers of Elderly With Alzheimer Disease by Seyed Farzan Madani, Pegah Farokhzad

“…Methods & Materials The semi-experimental research method and the statistical population consisted of caregivers of elderly patients with AD referred to neurology clinics in Tehran, Iran, in the spring of 2023. …”
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Analysis of Polymer/siRNA Nanoparticle Efficacy and Biocompatibility in 3D Air–Liquid Interface Culture Compared to 2D Cell Culture by Sandra Noske, Martin Krueger, Alexander Ewe, Achim Aigner

“…<b>Background:</b> Polymeric nanoparticles have been explored as efficient tools for siRNA delivery to induce RNAi-mediated gene knockdown. …”
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Machine learning provides reconnaissance-type estimates of carbon dioxide storage resources in oil and gas reservoirs by Emil Attanasi, Philip Freeman, Timothy Coburn

“…We demonstrate the application of four different ML algorithms using data from onshore and offshore oil and gas reservoirs in Europe, and show they perform well when predictions are compared to engineering estimates. The proposed methods and models provide an effective and novel way to more rapidly and directly determine the subsurface CO2 storage capacity of oil and gas reservoirs around the world, information that operators, researchers, and policymakers alike require to meet energy transition and decarbonization goals.…”
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Design and Experimental Validation of Stem-Clamping-and-Pull-Out-Type Pepper Plug Seedling-Picking Mechanism by Zhenhua Lin, Xiao Li, Hao Sun, Maile Zhou, Jianjun Yin, Jijia He, Daqing Yin

“…The specific methods and objectives include the following: (1) designing a differential non-circular gear system to replicate a manual picking trajectory accurately; (2) establishing a kinematic model and developing optimization software to determine the optimal parameter combination; (3) experimentally validating the mechanism’s performance through virtual simulations and bench tests. …”
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The Effect of Telephone Health Training on Perceived Stress of Mothers with Premature Infants Discharged from Hospital by Hossein Tavangar, Marjan Alichi, Zahra Pourmovahed

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Estimation of maximum lower limb muscle strength from vertical jumps. by Chuan-Fang Hou, Chin-Wei Hsu, Philip X Fuchs, Tzyy-Yuang Shiang

“…Determining the one-repetition maximum (1RM) is crucial for organizing training loads, but it also is time-consuming, physically demanding, and poses a risk of injury. …”
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