ENQUIRE automatically reconstructs, expands, and drives enrichment analysis of gene and Mesh co-occurrence networks from context-specific biomedical literature. by Luca Musella, Alejandro Afonso Castro, Xin Lai, Max Widmann, Julio Vera

“…The accelerating growth of scientific literature overwhelms our capacity to manually distil complex phenomena like molecular networks linked to diseases. …”
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A method of forming a self-similar flow with a given Hurst parameter for network traffic modeling by P.E. Pustovoitov, V.O. Kompaniets

“…The authors propose a mathematical apparatus method for the procedure of forming self-similar traffic, which involves creating an accurate and efficient model that reflects the real properties of self-similarity in data flows. …”
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Numerical simulation study on the damage characteristics of water jet impact in drill holes with gangue coal rock by Yabin Gao, Shaoqi Zhang, Junyu Hong, Jing Cao, Mengbo Li

“…The results of this research provide a crucial theoretical foundation for understanding the fracturing behavior of coal rock under complex geological conditions. Furthermore, they lay a solid groundwork for optimizing the drilling and water jet coal rock fracturing process, as well as for developing efficient gas extraction technologies.…”
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Comprehensive Adaptive Enterprise Optimization Algorithm and Its Engineering Applications by Shuxin Wang, Yejun Zheng, Li Cao, Mengji Xiong

“…Overall, through the coordinated implementation of multiple optimization strategies, the CAED algorithm exhibits high precision, strong robustness, and rapid convergence when searching in complex solution spaces. As such, it offers an efficient approach for solving various engineering optimization problems.…”
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Comparative analysis of distinct phenotyping methods for assessing wheat resistance and pathogen virulence among Fusarium species causing head blight disease by Vahideh Rafiei, Liza DeGenring, Erin M. Schwister, James Mitch Elmore, Mukesh Dubey, Magnus Karlsson, Milton T. Drott

“…The high variability in virulence within the complex of Fusarium spp and the lack of efficient high-throughput screening methods have impeded the development of resistant cultivars and made large-scale virulence testing labor-intensive and time-consuming. …”
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A Validation Tool (VaPCE) for Postcoordinated SNOMED CT Expressions: Development and Usability Study by Tessa Ohlsen, Viola Hofer, Josef Ingenerf

“… Abstract BackgroundThe digitalization of health care has increased the demand for efficient data exchange, emphasizing semantic interoperability. …”
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Modernization of Agrarian Economy in the Republic of Kazakhstan by G. K. Kurmanova, B. B. Sukhanberdina, B. A. Urazova

“…Thanks to modernization, the agricultural economy is becoming more efficient based on a new development model. The analysis of the modernization of the agricultural economy is important for understanding the development of the country. …”
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Contemplative Hermeneutics on John’s Epistemology Applied in the Public Square in the Context of Romanian Pentecostalism by Andrei-Daniel POP

“…The reason for choosing John’s epistemology through the statements “I am” to prove the superiority of contemplative hermeneutics, is the fact that John`s perspective offers a complex contemplative (epistemological) picture of the person of Jesus Christ. …”
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Construction of time series prediction and dynamic evaluation model for environmental factors in pregnant sow houses in winter by Xuehan Li, Jia Shen, Xiaoping Yang, Pengcheng Nie, Yiming Li, Zhe Li, Yawen Tan, Ziyi Li

“…Comparative analysis of the BiLSTM+Attention model with single-step single-task, single-step multi-task and multi-step single-task models reveals that the BiLSTM+Attention multi-step multi-task model not only maintains high accuracy but also effectively captures complex temporal dependencies among environmental factors, resulting in improved computational efficiency. …”
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Detection of Q235 Mild Steel Resistance Spot Welding Defects Based on EMD-SVM by Yuxin Wu, Xiangdong Gao, Dongfang Zhang, Perry Gao

“…Real-time detection of welding defects in resistance spot welding is a complex challenge. Dynamic resistance (DR) reflects nugget growth and varies with defect types, serving as a key indicator. …”
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Mixed Thermal and Renewable Energy Generation Optimization in Non-Interconnected Regions via Boolean Mapping by Pavlos Nikolaidis

“…The results, considering a non-interconnected power system, show that the proposed model based on artificial intelligence presents advantageous performance in terms of generating cost and complexity. This is particularly important in isolated networks, where even a-not-so great deviation between production and consumption may reflect as a major disturbance in terms of frequency and voltage.…”
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Innovative Applications of Nanopore Technology in Tumor Screening: An Exosome-Centric Approach by Heng Chi, Liuxin Shi, Songlin Gan, Guangyi Fan, Yuliang Dong

“…Cancer remains one of the leading causes of death worldwide. Its complex pathogenesis and metastasis pose significant challenges for early diagnosis, underscoring the urgent need for innovative and non-invasive tumor screening methods. …”
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The Wood Pellet Sector: Barriers to Growth and Opinions of Manufacturers in Poland by Anna Klepacka, Wojciech Florkowski

“…Wood pellet demand is stimulated by a complex interaction of market forces and policies including EU climate, energy, and environmental regulations, Poland’s program to improve air quality, and subsidies for the replacement of inefficient stoves used by households. …”
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Inter-municipal cooperation in Serbia: Opportunities and practical scope by Stančetić Veran

“…The legislator in Serbia has not yet anticipated this kind of complex or integrative inter-municipal cooperation. …”
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Phased Antenna-Array Synthesis Using Taylor-Series Expansion and Neural Networks by Adel Kouki, Ramzi Kheder, Ridha Ghayoula, Issam El Gmati, Lassaad Latrach, Wided Amara, Leila Ben Ayed, Jaouhar Fattahi

“…The integration of Taylor expansion with NNs offers improved efficiency, reduced computational complexity, and the ability to explore a broader design space. …”
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Exogenous Proline Modulates Physiological Responses and Induces Stress Memory in Wheat Under Repeated and Delayed Drought Stress by Jan Pecka, Kamil Kraus, Martin Zelený, Helena Hniličková

“…Drought stress negatively affects plant metabolism and growth, triggering complex defence mechanisms to limit damage. This study evaluated the effectiveness of a single foliar application of 1 mM L-proline (Pro) in winter wheat (<i>Triticum aestivum</i> L., cv. …”
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Research on High-Accuracy, Lightweight, Superfast Model for Nitrogen Diagnosis and Plant Growth in Lettuce (<i>Lactuca sativa</i> L.) by Xuyang Li, Iftikhar Hussain Shah, Xiaohao Gong, Muhammad Azam, Wu Jinhui, Pengli Li, Yidong Zhang, Qingliang Niu, Liying Chang

“…Nondestructive techniques have the ability to handle complex relationships in the data, enabling more accurate and efficient nitrogen diagnosis. …”
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A novel nonparametric adaptive kernel density estimation method for removing nonrandom noise from ICESat-2 photon-counting LiDAR data by Zijia Wang, Sheng Nie, Cheng Wang, Xiaohuan Xi, Xiaoxiao Zhu, Jieying Lao, Bisheng Yang

“…However, its unique photon-counting detection mechanism and vertical profiling introduce substantial noise, particularly nonrandom noise from multiple scattering and specular reflections. These two noise types often coexist in large-scale regions, yet most existing parameterized algorithms are designed to address only one, limiting their denoising effectiveness in complex environments. …”
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An emerging knowledge exchange framework: Leadership insight into a key capacity-building impact in a large urban, trauma-informed initiative supporting resiliency and promoting eq... by Amy E. Lansing, Natalie J. Romero, Elizabeth Siantz, Kimberly Center, Todd Gilmer

“…Large-scale capacity-building projects proliferated during the global pandemic, highlighting the need for practical guidance and steps for efficiently responding to changing community needs and effectively communicating information across partnership and community members. …”
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A Hybrid Path Planning Algorithm for Orchard Robots Based on an Improved D* Lite Algorithm by Quanjie Jiang, Yue Shen, Hui Liu, Zohaib Khan, Hao Sun, Yuxuan Huang

“…These results confirm the method’s strong applicability in complex, constrained orchard environments and its potential as a foundation for efficient, safe, and fully autonomous agricultural robot operation.…”
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