Anomaly Detection for Aviation Cyber-Physical System: Opportunities and Challenges by Qurrat Ul Ain, Atif Aftab Ahmed Jilani, Nigar Azhar Butt, Shafiq Ur Rehman, Hisham Abdulrahman Alhulayyil

“…The review identifies a strong preference for unsupervised learning methods, driven by the challenges of acquiring labeled data in aviation contexts. …”
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Effects of Different Excitation Parameters on Mechanized Harvesting Performance and Postharvest Quality of First-Crop Organic Goji Berries in Saline–Alkali Land by Yuchuang Liu, Jiahui Liu, Jian Zhao, Fanyu Wang, Hongye Zhang, Xiaokang Su, Yichun Sun, Jia Liu, Dong Zhao

“…The dynamic response of the branches under various excitation conditions was simulated, and the effects of excitation position, frequency, force amplitude, and phase angle on the fruit detachment rate, impurity rate, and breakage rate were systematically analyzed. Based on both the simulation and experimental results, a response surface methodology (RSM) was employed to optimize the picking parameters. …”
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Zero-Shot Learning for Accurate Project Duration Prediction in Crowdsourcing Software Development by Tahir Rashid, Inam Illahi, Qasim Umer, Muhammad Arfan Jaffar, Waheed Yousuf Ramay, Hanadi Hakami

“…., TopCoder, function as intermediaries connecting clients with developers. Despite employing systematic methodologies, these platforms frequently encounter high task abandonment rates, with approximately 19% of projects failing to meet satisfactory outcomes. …”
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Impact Analysis of Temperature Effects on the Performance of the Pick-Up Ion Analyzer by Yu Cao, Yuzhu Zhang, Xiaodong Peng, Changbin Xue, Bin Su, Yiming Zhu

“…To address temperature field analysis for in-orbit PUIAs, in this study, we propose a coupled simulation framework integrating external heat flux, parallel temperature field calculation, and thermoelastic deformation analysis, establishing a systematic link from thermal inputs to performance analysis. …”
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Conceptual basis for the search and eco-diagnostics of risk zones in watersheds by M. T. Мykytsei

“…Results. Based on a systematic analysis of publications from Google Scholar, Scopus, Web of Science, Springer, as well as domestic sources in the areas of soil and water pollution assessment with the identification of vulnerable (sensitive) territories and hot spots, priority management areas (APMA) and critical areas (CSA), an alternative conceptual basis for an approach to integrated environmental diagnostics of soil, surface and groundwater pollution is presented, which is preceded by an automated program search for hydrologically sensitive risk zones of ecological contact interaction of soil and water, which is important for ecological management and ecosystem restoration. …”
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From Envelope Spectra to Bearing Remaining Useful Life: An Intelligent Vibration-Based Prediction Model with Quantified Uncertainty by Haobin Wen, Long Zhang, Jyoti K. Sinha

“…Bearings are pivotal components of rotating machines where any defects could propagate and trigger systematic failures. Once faults are detected, accurately predicting remaining useful life (RUL) is essential for optimizing predictive maintenance. …”
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Integration of artificial intelligence in reverse logistics process: enhancing decision-making across planning, execution, and control stages by Pascual Cortes Pellicer, Faustino Alarcon, David Pérez-Perales

“…This study explores the integration of Artificial Intelligence (AI) into the Reverse Logistics Process (RLP) to enhance decision-making, operational efficiency, and resource recovery. Through a systematic literature review, the applications of AI across critical RLP stages (planning, execution and control) are identified. …”
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Controls on lacustrine shale reservoir characteristics: insights from deposition, diagenesis, and geochemistry in the Jurassic Qianfoya Formation by Lixue Cheng, Lixue Cheng, Jun Peng

“…The Middle Jurassic Qianfoya Formation in the Langzhong–Yuanba (LZ-YB) area of the northeastern Sichuan Basin represents a critical continental shale gas target, yet systematic studies of its reservoir quality drivers remain limited. …”
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Overhead Transmission Line Modeling Strategies for EMT-Based Traveling-Wave Analysis and Fault Location by Adrian Wilmer Diaz Sarmiento, Jaimis Sajid Leon Colqui, Jose Pissolato Filho

“…This paper presents a systematic evaluation of overhead transmission line (OHTL) modeling approaches for traveling-wave (TW)–based fault analysis in power systems. …”
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Species diversity of oysters (Mollusca, Bivalvia) in the intertidal zone of Hainan Island revealed by DNA barcoding analysis by Xin Heng, Fengping Li, Dansheng Xie, Aimin Wang, Chunsheng Liu, Yi Yang

“…To better protect and utilize these biological resources, this study conducted systematic identification of naturally distributed oysters on Hainan Island using DNA barcoding technology. …”
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Material-Driven Therapeutics: Functional Nanomaterial Design Paradigms Revolutionizing Osteosarcoma Treatment by Zewei Zhang, Fang He, Wenqu Li, Beibei Liu, Cheng Deng, Xiaojuan Qin

“…Recent developments in nanomedicine offer promising solutions for OS treatment optimization. This review systematically examines nanomaterial applications in OS therapy through a materials science lens, analyzing mechanism-specific interventions and highlighting notable advancements from the past five years. …”
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Automatic Purification of Li Isotopes from Geological Samples by High-Pressure Ion Chromatography by Yini YANG, Shuangshuang WANG, Xiaoyan WEI, Yanguang LI, Weiliang LI, Mengqi JIN, Xin JIAO

“…In contrast, high-pressure ion chromatography (HP-IC) provides single-step separation, shorter durations, and online quantification; it is underutilized due to insufficient systematic research on its elution processes. Here, an automatic purification method of Li by HP-IC was established by optimizing IC parameters, laying a foundation for the wide application of IC in the field of isotope purification. …”
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Construction of Green Space Ecological Network in Xiongan New Area Based on the MSPA–InVEST–MCR Model by Xiaoqi Feng, Zhiyu Du, Peiyuan Tao, Huaqiu Liang, Yangzi Wang, Xin Wang

“…With the rapid pace of urbanization, the integrity and connectivity of ecosystems are under serious threat, making biodiversity conservation a top priority. We use the Xiongan New Area in China as a case study to explore the significance and application of constructing urban ecological networks in the development of new cities. …”
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Analysis the Mechanical Response of Tunnels Under the Action of Vertical Jacking in Shield Construction and Research on Reinforcement by Mingxun Hou, Chunshan Yang, Jiayi Yang, Yuefei Zeng, Zhigang Zhu

“…A systematic analysis was conducted on the mechanical responses of shield tunnel lining segments and their interconnecting joints. …”
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The Artificial Intelligence-Driven Intelligent Laboratory for Organic Chemistry Synthesis by Tan Li, Weining Song, Nanjiang Chen, Qi Wang, Fangfang Gao, Yalan Xing, Shouluan Wu, Chao Song, Junjin Li, Yu Liu, Shenghua Li, Congying Wu, Zhenyu Zhang

“…By leveraging multimodal databases, the integration of large models, machine learning, and other AI technologies enables AI-driven closed-loop intelligent chemical experiments, including product prediction, molecular retrosynthetic planning, and synthesis reaction optimization. The paper proposes a cloud-based shared operational model for chemical laboratories, aiming to achieve socialized sharing and intelligent matching of experimental resources, thereby facilitating the accumulation and sharing of chemical experimental data to promote the intelligent development of organic chemistry synthesis experiments. …”
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Risk Assessment of Hydrogen-Powered Aircraft: An Integrated HAZOP and Fuzzy Dynamic Bayesian Network Framework by Xiangjun Dang, Yongxuan Shao, Haoming Liu, Zhe Yang, Mingwen Zhong, Huimin Zhao, Wu Deng

“…This framework systematically maps the risk factor relationships identified in HAZOP results into a dynamic Bayesian network (DBN) graphical structure, showcasing the risk propagation paths between subsystems. …”
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Current development and prospect of national science and technology innovation platform in the railway industry by Fang Zhao, Jinping Liu, Chunguang Zhang, Zeping Zhao, Xue Ning, Junbiao Wang

“…Purpose – This study summarizes the overall situation of the resources of the national science and technology innovation platform in the railway industry, including the distribution of platform types, supporting institutions, construction sites, professional fields, etc., to provide a reference for the further improvement and optimization of the national science and technology innovation platform system in the railway industry. …”
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Short-Term Wind Power Prediction Model Based on PSO-CNN-LSTM by Qingquan Lv, Jialin Zhang, Jianmei Zhang, Zhenzhen Zhang, Qiang Zhou, Pengfei Gao, Haozhe Zhang

“…To improve short-term wind power prediction accuracy, this study constructs a hybrid particle swarm optimization (PSO)-CNN-LSTM model for seasonal forecasting. …”
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Emerging Carbon-Based Catalysts for the Oxygen Reduction Reaction: Insights into Mechanisms and Applications by Jing Guo, Yuqi Yao, Xin Yan, Xue Meng, Qing Wang, Yahui Zhang, Shengxue Yan, Xue Zhao, Shaohua Luo

“…The oxygen reduction reaction (ORR), as a key electrode process in fuel cells and metal-air batteries, plays a pivotal role in advancing clean energy technologies. …”
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THE SOURCES OF COMPETITIVE ADVANTAGES OF ELECTRIC SCOOTER SHARING SERVICES by S. V. Ilkevich

“…Optimists, on the other hand, insist that the fast-growing sector of electric scooter sharing is a natural new milestone for uberazation. The publication proposes a systematization of favorable conditions for the industry, especially in the context of current and promising technologies of industry 4.0, which, as argued, will allow the industry to survive, ensure operational and financial sustainability – and eventually gain a stable foothold within the updated configuration of multimodal urban transportation. …”
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