Application and prospect of artificial intelligence in empowering the operation and managment of oil and gas pipelines by Qi LIAO, Chunying LIU, Jian DU, Hao LAN, Yongtu LIANG, Haoran ZHANG

“…Conclusion Amidst the emerging wave of advancing AI technologies, the pursuit of smart operation of oil and gas pipelines mandates further explorations, including bolstering the application of various methods to integrate vast multi-source heterogeneous data, deepening research on few-shot and zero-shot learning techniques, advocating the convergence of augmented intelligence and artificial intelligence, refining the amalgamation of causal inference and machine learning, and concentrating on life-cycle management anchored in digital twin technology. …”
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Qualitative and quantitative HPLC-ELSD-ESI-MS analysis of steroidal saponins in fenugreek seed by Król-Kogus Barbara, Głód Daniel, Krauze-Baranowska Mirosława

“…Therefore, the steroidal saponin complex in the seeds of T. foenum-graecum cultivated in Poland was qualitatively and quantitatively analyzed by the HPLC-ELSDESI-MS method. Two C-18 columns connected in series were used for the first time in analysis of fenugreek saponins and ELS detector parameters were optimized. …”
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Fuzzy logic-controlled three-phase dynamic voltage restorer for enhancing voltage stabilization and power quality by Abu Shufian, Sowrov Komar Shib, Durjoy Roy Dipto, Md Tanvir Rahman, Nasif Hannan, Shaikh Anowarul Fattah

“…With the increasing integration of renewable energy sources (RES) and the widespread adoption of advanced electronic devices, modern power grids face growing challenges in addressing voltage sags, swells, and harmonics, threatening equipment performance and system reliability. …”
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Wind Turbine Static Errors Related to Yaw, Pitch or Anemometer Apparatus: Guidelines for the Diagnosis and Related Performance Assessment by Davide Astolfi, Silvia Iuliano, Antony Vasile, Marco Pasetti, Salvatore Dello Iacono, Alfredo Vaccaro

“…Based on this, finally, a rigorous work flow is formulated for detecting static errors and discriminating among them through SCADA data analysis. Nevertheless, methods based on additional information sources (like further sensors or meteorological data) are also discussed. …”
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PHARMACEUTICAL SERVICES: STATUS AND DEVELOPMENT TRENDS by A. A. Klimenkova, L. N. Geller, A. A. Skripko, L. A. Gravchenko, E. A. Korzhavykh

“…The aim of the review is to provide an analysis and generalization of the main directions of research in the sphere of pharmaceutical services, and their characteristics associated with the determination of their main development trends.Materials and methods. For the analysis, the information store on the basis of scientific publications by Russian and foreign scientists, devoted to research in the field of pharmaceutical services (PSs), has been used. …”
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Problems and Prospects for the Application of Neural Networks for the Sphere of Education by T. M. Shamsutdinova

“…The purpose of the study is to examine the theory and practice of using neural networks in education, to develop the concept of a neural network adaptive learning environment, and to implement a neural network model of one of the subsystems of this environment (using a model example of creating an adaptive educational trajectory).Materials and methods. The study includes a review of bibliographic sources on the application of neural networks in the field of education. …”
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Balancing Efficiency and Emissions: A Study on Biodiesel‐Hydrogen Dual‐Fuel Engine Performance Under Varying Injection Timings by Vasanthkumar Periyathambi, Manikandan Ezhumalai, Mohan Govindasamy, Ratchagaraja Dhairiyasamy, Deekshant Varshney, Subhav Singh

“…ABSTRACT The growing demand for cleaner energy sources has intensified research on alternative fuels for diesel engines to mitigate environmental concerns. …”
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Prognostic evaluation and treatment strategies for cervical cancer in pregnancy: a systematic review and meta-analysis by Siyuan Zeng, Xin Li, Simin Xiao, Peina Yang, Changsheng Lin, Huiling Chen, Hu Zhao, Xue Xiao

“…Study appraisal and synthesis methods The quality of the included studies was assessed using the Newcastle-Ottawa Scale (NOS). …”
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Analysis of the condition and development prospects of a depressed economy (by the example of the Syrian Arab Republic) by O. V. Berezhnaya, M. Ayoub

“…The authors differentiated the application of these methods depending on the initial information and, therefore, allowed them to obtain optimal results for the purposes of the study. …”
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PERAN GURU DALAM MENCIPTAKAN LINGKUNGAN CERDAS BERMEDIA PADA SISWA SD MODEL SLEMAN by Nur Indah Masita Putri, Pratiwi Wahyu Widiarti

“…The validity of the data was tested using source triangulation by comparing the data sources obtained through the interview method. …”
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Precise Design of Solid Rocket Motor Heat Insulation Layer Thickness under Nonuniform Dynamic Burning Rate by Ran Wei, Futing Bao, Yang Liu, Weihua Hui

“…The proposed method is compatible with solid rocket motors that have any shape and any manner of erosion. …”
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Bayesian adaptive trials for social policy by Sally Cripps, Anna Lopatnikova, Hadi Mohasel Afshar, Ben Gales, Roman Marchant, Gilad Francis, Catarina Moreira, Alex Fischer

“…Moreover, BATs’ ability to value potential future information sources positions it as an optimal strategy for sequential data acquisition during policy implementation. …”
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Dynamic Evaluation of Water Utilization Efficiency in Large Coal Mining Area Based on Life Cycle Sustainability Assessment Theory by Junyao Yang, Liangliang Guo

“…Coal mining enterprises have a variety of water sources, complex drainage structures, long production chain, and many links, which lead to uncoordinated water utilization and low water efficiency. …”
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Evaluating land capability using site assessment and land evaluation model in GIS in a watershed scale by Xuedi Zhai, Mingxuan Yi, Zhiyuan An, Kuan Li

“…We concluded that the integration of the LESA method with ArcGIS is a practical tool for land-use planners, helping to identify limitations and to optimize land-use planning for sustainable agricultural development.…”
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Investigation and analysis of the impact of historical contexts on urban tourism development by Ali Morvati

“…The research sample consists of 150 people who will be selected using random sampling method. In this research, a mixed method (qualitative and quantitative) is used, and the research tools include questionnaires designed to collect statistical data and semi-structured interviews with tourism experts and experts. …”
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Advances in Wastewater-Based Epidemiology for Pandemic Surveillance: Methodological Frameworks and Future Perspectives by Weihe Zhu, Daxi Wang, Pengsong Li, Haohao Deng, Ziqing Deng

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Toward a unified gait freeze index: a standardized benchmark for clinical and regulatory evaluations by Alessandro Schaer, Henrik Maurenbrecher, Carlo Mangiante, Roman Sobkuliak, Kathrin Müsch, Paula Sanchez Lopez, Eduardo Martin Moraud, Eduardo Martin Moraud, Olgac Ergeneman, George Chatzipirpiridis

“…Freezing of Gait (FOG) is a disabling motor symptom that affects a majority of individuals with advanced Parkinson's disease, severely limiting mobility, independence, and quality of life. Automatic methods for detecting FOG using the freeze index (FI) have been widely proposed to systematically monitor FOG in real life and guide therapy optimizations. …”
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An Improved Machine Learning-Based Model for Detecting and Classifying PQDs with High Noise Immunity in Renewable-Integrated Microgrids by Irfan Ali Channa, Dazi Li, Mohsin Ali Koondhar, Fida Hussain Dahri, Ibrahim Mahariq

“…Recently, renewable energy sources integrated with microgrid (MG) networks have provided safe, secure, and reliable power supply to both utility and industrial purposes. …”
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Peasantry and State Policy in the Field of Alcohol Sales in Russia at the Beginning of the 20th Century by I. A. Shevchenko

“…The article uses the problem-chronological method and the comparative analysis method. The novelty of the study is a comparison of state temperance measures and peasant practices in this area.…”
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Real-Time Intelligent Recognition and Precise Drilling in Strongly Heterogeneous Formations Based on Multi-Parameter Logging While Drilling and Drilling Engineering by Aosai Zhao, Yang Yu, Bin Wang, Yewen Liu, Jingyue Liu, Xubiao Fu, Wenhao Zheng, Fei Tian

“…Facing engineering challenges of real-time and high-precision recognition of strongly heterogeneous formations during directional drilling, it is crucial to address the issues of sparse lithology geological labels and multi-source lithology identification from LWD data. This paper proposes a real-time intelligent recognition method for strongly heterogeneous formations based on multi-parameter logging while drilling and drilling engineering, which can effectively guide directional drilling operations. …”
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