IKEChecker: grammar-guided stateful fuzzer for IKE protocol implementions by ZHENG Yonghui, ZHAO Dongliang, GU Chunxiang, ZHANG Xieli

“…Utilizing the aforementioned methods, an IKE protocol stateful fuzz testing tool named IKEChecker was implemented, supporting testing of both IKEv1 and IKEv2 protocols. …”
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Emerging Trends in the Integrating Remote Sensing and Machine Learning for Groundwater Resources Management: A Bibliometric Study by Abolfazl Akbarpour, Moein Tosan, Raziyeh Shamshirgaran

“…The integration of multi-source remote sensing data (including data from new-generation satellites and aerial platforms) with advanced artificial intelligence algorithms (such as deep neural networks, physics-informed models, and reinforcement learning methods) is expected to become a central focus for leading researchers in hydrology, water resources, and machine learning engineering. …”
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Introduction to the Integrated Nutrient Management Strategies and Their Contribution to Yield and Soil Properties by Mostafa Mohamed Selim

“…So, the key component of the INM goal is to reach the eco-friendly practice through the harmonious properties of both sources by making a combination that can be used for decreasing the enormous use of chemical fertilizers and accreting a balance between fertilizer inputs and crop nutrient requirement, maintaining the soil fertility, optimizing the level of yield, maximizing the profitability, and subsequently reducing the environmental pollution. …”
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Can eating nuts reduce the risk of dementia? - narrative review by Ewa Malaka, Martyna Byrska, Marlena Zubiak, Hanna Barska-Kobylińska, Marta Janura, Sara Langner

“…In recent years, there has been growing interest in the role of diet in reducing the risk of developing dementia, including the consumption of nuts, which are a rich source of nutrients with potential neuroprotective properties. …”
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H2-free hydrodeoxygenation of microalgae biomass using Pd-Ni/γ-Al2O3 bimetallic nanocatalyst in the supercritical environment by Somayeh Zonoubi, Mohammad Barati, Mohammad Ghanbari, Masood Hamadanian

“…Abstract Hydrodeoxygenation (HDO) of Chlorella vulgaris bio-oil as a renewable energy source was evaluated in a supercritical fluid mixture as both a hydrogen donor and solvent, with and without the Pd-Ni/γ-Al₂O₃ nanocatalyst. …”
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In Vitro Production of Plantlets and Microrhizomes, Genetic Fidelity Assessment, and Metabolic Profiling of <i>Boesenbergia rotunda</i> (L.) Mansf. by Kankamon Thepthong, Supanath Kanjanawattanawong

“…These findings support the development of efficient micropropagation methods and highlight MRZ as a source of diverse bioactive compounds, contributing to the medicinal value of <i>B. rotunda</i> in sustainable and large-scale production.…”
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The Effect of Land Clearing Techniques on the Chemical and Biological Character of Soil in Sugarcane Fields by Anna Kusumawati, Lintang Panjali Siwi Pambayun

“…Therefore, this study recommends that sugarcane residues be returned to the land as a source of organic matter to maintain soil health, biodiversity, and optimal productivity.…”
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A review of mangrove degradation assessment using remote sensing: advances, challenges, and opportunities by Shan Wei, Hongsheng Zhang, Jing Ling

“…We summarized the remote sensing approaches employed, the specific proxies or indicators derived from remote sensing data to characterize mangrove degradation, the primary remote sensing datasets utilized and remote sensing image classification methods. We also identified the key challenges (e.g. lack of optimal proxies, confusions between true degradation and natural variability) and emerging opportunities for future research in the remote sensing-based assessment of mangrove degradation. …”
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Innovative Application Strategies of Light-Emitting Diodes in Protected Horticulture by Xinying Liu, Qiying Sun, Zheng Wang, Jie He, Xin Liu, Yaliang Xu, Qingming Li

“…However, the scientific explanation of the above lighting strategies remains to be clearly revealed, providing theoretical support for the further optimization of conducting parameters. This review summarizes the physiological effects of different lighting strategies on crop cultivation and illustrates their future application in facility agriculture, aiming to provide novel methods for elevating the energy utilization efficiency and lowering the cost in facility agriculture using artificial light.…”
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Thermal behavior and switching losses of MOSFET in high-frequency transformer circuits by Jiale Cheng, Yinghao Zhang, Xiangqun Cheng, Kaixin Guo, Yuchen Wang, Mian Jiang, Yabin Wang, Yang Liu

“…This method not only improves understanding of heat dissipation in MOSFETs but also provides valuable insights for optimizing high-frequency power circuit designs.…”
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Ecological network construction and community resilience analysis of nocturnal birds: a case study of Hangzhou City, Zhejiang Province, China by Yang Jin, Mingkan Zhang, Danying Yan, Kun Li, Chao Zhou, Xi Chen

“…Using community detection methods to analyze the differences in attributes, habitats, and topological structures between network communities. …”
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Complete plastomes serve as desirable molecular makers for precise identification of Asparagus cochinchinensis (Asparagaceae) and nine other congeneric species frequently utilized... by Xiaorong Guo, Pingxuan Xie, Guangfei Zhang, Tinglu Wang, Jieyan Li, Xinqi Zhang, Weigeng Su, Yunheng Ji

“…Conclusion The results indicated that complete plastomes exhibit superior performance for accurately identifying A. cochinchinensis (the botanical source of Asparagi Radix) and the nine congeneric adulterants, thus can serve as the optimal molecular markers for effective authentication of Asparagi Radix. …”
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Transfer Learning-Based Interpretable Soil Lead Prediction in the Gejiu Mining Area, Yunnan by Ping He, Xianfeng Cheng, Xingping Wen, Yan Yi, Zailin Chen, Yu Chen

“…Accurate prediction of soil lead (Pb) content in small sample scenarios is often limited by data scarcity and variability in soil properties, with traditional spectral modeling methods yielding suboptimal precision. To address this, we propose a transfer learning-based framework integrated with SHAP analysis for predicting soil Pb content in the Gejiu mining area, Yunnan. …”
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VRU-YOLO: A Small Object Detection Algorithm for Vulnerable Road Users in Complex Scenes by Yunxiang Liu, Yuqing Shi

“…However, due to their small size and unpredictable movements, existing detection methods struggle to provide stable and accurate results under real-time conditions. …”
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Evaluation of Energy Saving and Carbon Reduction for Quasi-low Temperature Green Grain Storage in Granary Energy Pile System by ZENG Chang-nv, MA Sai-long, ZHANG Zhen

“…Compared to the unoptimized scheme, the optimized energy pile regulation scheme reduced energy consumption by 18.7%. …”
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Machine learning supported ground beef freshness monitoring based on near‐infrared and paper chromogenic array by Yihang Feng, Yi Wang, Burcu Beykal, Zhenlei Xiao, Yangchao Luo

“…Abstract Maintaining freshness and quality is crucial in the meat industry, as lipid oxidation can lead to undesirable odors, flavors, and potential health risks. Traditional methods for assessing meat freshness often involve time‐consuming and destructive techniques, highlighting the need for rapid, noninvasive approaches. …”
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A combined prediction model for middle and long-term water and sediment forecasting based on causal analysis feature selection by XuanZhao Kong, KeBin Shi, HaiKun Yao, SiHai Liu

“…In complex hydrological systems, collected multivariate time series contain critical system features, yet traditional feature selection methods fail to consider inter-variable causal relationships. …”
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Spatio-temporal evolution characteristics and influencing factors of environmental welfare performance in Chinese cities by Yipeng Zhang, Meixia Wang

“…Finally, empirical testing of the factors influencing EWP is conducted using spatial econometric methods.ResultsThe overall level of EWP in 240 Chinese cities from 2004 to 2019 is relatively low, but it generally shows a wavy upward trend. …”
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Self-regulation as a context of critical thinking in cyberpolice officers by О. V. Medvedieva

“…The following methodological tools were used: test of critical thinking, methods of self-management research, methods of diagnostics of regulation focus. …”
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Research on Wellbore Trajectory Prediction Based on a Pi-GRU Model by Hanlin Liu, Yule Hu, Zhenkun Wu

“…The GRU network captures the temporal dependencies of sequence data (such as dip angle and azimuth angle), while the BP neural network extracts deep correlations from non-sequence features (such as stratum lithology), thereby achieving multi-source data fusion modeling. Orthogonal experimental design was adopted to optimize the model hyperparameters, and the ablation experiment confirmed the necessity of the parallel architecture. …”
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