A MaxEnt-TRIGRS hybrid model with dynamic safety factor mapping for enhanced debris flow susceptibility assessment in rainfall-triggered terrains by Xinlong Xu, Yue Qiang, Li Li, Siyu Liang, Tao Chen, Wenjun Yang, Xinyi Tan, Xi Wang, He Yang

“…Additionally, to determine the optimal weighting between machine learning and the physical model, we tested three weight combinations and found that a 0.55:0.45 ratio (MaxEnt: TRIGRS) yields the best performance. …”
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A Hybrid Large Language Model for Context-Aware Document Ranking in Telecommunication Data by Abhay Bindle, Preeti Singla, Sachin Sharma, Abdukodir Khakimov, Reem Ibrahim Alkanhel, Ammar Muthanna

“…The future scope includes dynamic embedding techniques to handle domain adaptation and attention-based ranking optimizations for long-form information retrieval. This research enhances information retrieval by combining machine learning-based ranking with traditional methods, improving knowledge discovery and decision-making in telecommunications and technical document processing.…”
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The Pore Structure and Fractal Characteristics of Upper Paleozoic Coal-Bearing Shale Reservoirs in the Yangquan Block, Qinshui Basin by Jinqing Zhang, Xianqing Li, Xueqing Zhang, Xiaoyan Zou, Yunfeng Yang, Shujuan Kang

“…Notably, during the overmature stage, the collapse of organic pores suppresses mesopore complexity, whereas inorganic diagenetic processes (e.g., quartz cementation and tectonic fracturing) significantly amplify the heterogeneity of macropores and fractures. …”
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DIGITAL EXAMINATION METHODS OF ANATOMICAL ELEMENTS OF MASTICATORY SYSTEM AND BASIC OCCLUSION RELATIONSHIPS by R.M. Stupnytskyi, V.R. Yarychkivskyi

“…Mathematical simulation (mathematical modeling) is a method of studying processes or phenomena by creating their mathematical models and studying these models. …”
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Integrative analysis of signaling and metabolic pathways, immune infiltration patterns, and machine learning-based diagnostic model construction in major depressive disorder by Lei Tang, Liling Wu, Mengqin Dai, Nian Liu, Lu liu

“…GSVA and immune infiltration results indicate that patients with MDD exhibit differences from normal individuals in various aspects, including biological processes, signaling pathways, metabolic processes, and immune cells. …”
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Arbuscular mycorrhizal fungi colonization regulates root traits and soil carbon economic strategies by Wang Hushan, Wang Yijian, He Yunzhu, Jin Lin, Liu Mengjuan, Shen Zihui, Liu Yihao, Wang Tianxu, Wu Gunquan, Zhang Wangfeng, Pu Xiaozhen

“…Abstract Background The symbiotic interaction between arbuscular mycorrhizal fungi (AMF) and roots can change root traits, soil carbon - nitrogen processes and crop yield. However, the precise mechanisms by which AMF affect soil carbon economic strategies and crop yield remain unclear. …”
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Multi-sensor fusion for AI-driven behavior planning in medical applications by Chang Jianming, Qin Yuanyuan, Qin Yuanyuan, Xu Yanling, Li Li, Li Li, Wu Mianhua, Wu Mianhua, Wang Lulu

“…We incorporate an attention-driven deep fusion mechanism to extract high-level spatial-temporal dependencies, improving interpretability and adaptability. …”
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Berberine in the treatment of radiation-induced skin injury: insights from proteomics and network pharmacology by Jie Zou, Jie Zou, Xia-Juan Xiao, Ping Zhang, Xing-Zi Huang, Jing Wang, Chun-Qin Tao, Xiao-Lan Ou, Gong Chen, Ting-Hao He, Long Yang, Biao Huang, Dao-Jiang Yu, Dao-Jiang Yu, Yu Zhao

“…Moreover, BBR treatment promoted the proliferation of irradiated cells and accelerated wound healing in irradiated animal models.ConclusionBerberine demonstrates multi-target therapeutic potential in managing RISI by modulating inflammation, oxidative stress, and cellular repair processes. These findings provide a foundation for future clinical studies to optimize its dosage and delivery, aiming to improve treatment outcomes for RISI.…”
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Monitoring Vegetation Dynamics and Driving Forces in the Baijiu Golden Triangle Using Multi-Decadal Landsat NDVI and Geodetector Modeling by Miao Zhang, Yuanjie Deng, Yifeng Hai, Hang Chen, Aiting Ma, Wenjing Wang, Lu Ming, Huae Dang, Minghong Peng, Dingdi Jize, Cuicui Jiao, Mei Zhang

“…Moving forward, optimizing land use policies and promoting eco-friendly development models will be essential to achieving ecosystem stability and sustaining industrial growth.…”
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Long-read sequencing uncovers key regulatory genes involved in the differentiation of preadipocytes of Chinese red steppe cattle by Wenwen Fang, Shaoying Yang, Xuanyu Li, Asadollahpour Nanaei, Yu Liu, Yang Cao, Cheng Xiao, Xin Li, Haiguo Jin, Yumin Zhao, Yang Cao

“…These findings provide novel insights into the adipocyte differentiation in cattle and metabolic processes that regulate fat storage, which is essential for optimizing growth and production.…”
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Urinary elementomic analysis indicates aluminum as a potential urinary biomarker of sarcopenia in the older adults by Mei-Lin Li, Yi-Min Li, Jing-Jing Huang, Zhi-Yue Wang, Quan Wang, Can Zhao, Xiang Lu, Jin-Shui Xu, Zheng-Kai Shen, Wei Gao

“…Biometals and trace elements provide a potential connection linking the environment and lifestyle to pathological processes of sarcopenia. The aim of the present study was to investigate the relationship between urinary trace elements levels and the presence of sarcopenia. …”
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Skeleton Photoperiod Enhances Photosynthetic Yield in Celery via Circadian-Regulated Metabolic Coordination by Hengmin Lv, Chen Chen, Jian Luo, Mengting Xiao, Aisheng Xiong, Xilin Hou, Xiong You

“…The circadian clock orchestrates photosynthetic and metabolic processes in plants, but the molecular mechanisms underlying the photoperiodic regulation of photosynthetic yield remain poorly understood. …”
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A Comparative Study of Network Slicing Techniques for Effective Utilization of Channel for 5G and Beyond 5G Networks by Prakash B Metre, Gauri Kalnoor, Mahesh G, Gowrishankar S

“…It focuses on addressing the challenges of dynamic bandwidth allocation by employing advanced decision-making mechanisms to fulfill the ever-changing demands of next-generation applications. …”
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Effect of Hot Air Treatment on Maintaining Volatile Components in Strawberry Fruits during Postharvest Storage by LIU Bing, ZHANG Tingting, MA Feiyang, ZHANG Yijia, WANG Tiantian, TIAN Chen, ZHOU Dandan, DING Chao, LIU Qiang

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Role of comprehensive geriatric assessment in healthcare of older people in UK care homes: realist review by Claire Goodman, Tom Dening, Neil H Chadborn, Maria Zubair, Lídia Sousa, John R F Gladman, Adam, L Gordon

“…Care planning needed to accommodate visiting clinicians and there was evidence that a core MDT often used care planning as a mechanism to seek external specialist support. Goal-setting processes were not always sufficiently patient-centred and did not always accommodate the views of care home staff. …”
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Infectious Hypodermal and Hematopoietic Necrosis Virus Detection in Shrimp Farming Pond Sediments by Ruoxuan LÜ, Xiuhua WANG, Meifeng WANG, Xinyu LIAN, Chen LI, Hua XU, Weili YIN, Peng JIA, Bing YANG

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Humic acids as drivers of plant growth: regulating root development and photobiology through redox modulation by Daniel Basílio Zandonadi, Hiarhi Monda, Jason Gralian, Aletia James, Richard T. Lamar, Mirella Pupo Santos

“…Abstract Background Humic acids (HA) influence plant growth and development through various mechanisms that depend on the source and concentration of HA, as well as the specific plant organ and its developmental stage. …”
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Fair Energy Trading in Blockchain-Inspired Smart Grid: Technological Barriers and Future Trends in the Age of Electric Vehicles by Sameer Qazi, Bilal A. Khawaja, Abdullah Alamri, Abdulrahman AlKassem

“…Finally, future trends are discussed, including the impact of increased EV penetration on SGs, advancements in V2G technologies, load-shaping techniques, dynamic pricing mechanisms, and AI-based stability enhancement measures in the context of widespread SG adoption.…”
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تأثير تنفيذ إدارة المعرفة في تحقيق الازدهار التنظيمي دراسة تطبيقية لعينة من شركات الاتصالات المتنقلة في الفرات الأوسط ( )... by يوسف حجيم الطائي, حمزة كاطع الشيباني

“…Abstract The  aim of this Research  was identify of impact of the implementation of knowledge management the extent  and critical factors in achieving prosperity, organizational, study sample consisted of (87) employees of mobile operators  the Middle Euphrates, tested this effect using has been regression simple analysis  stepwise  analysis of variance indicated this study the existence of the effect of the independent variable (operations implement knowledge management and factoring critical) in prosperity regulatory variable is a response and were processed program statistical ready (SPPS v.10) from the study found a range of important and based results  on results were extracted a set of conclusions was notably: 1) The study that there is proved  a relationship between the impact of the implementation of  knowledge management and organizational prosperity. 2) There is an opportunity to achieve prosperity by relying on the implementation of organizational knowledge management if it is to take the mechanisms and tools for effective implementation. 3) the need to review policies, procedures and organizational structure adopted in the mobile operators to activate the implementation of investment and knowledge management optimally. …”
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NEW GREENHOUSE TECHNOLOGIES FOR VEGETABLE PRODUCTION by S. M. Sirota, I. T. Balashova, E. G. Kozar, E. V. Pinchuk

“…Advantage: high level of automation and mechanization of all processes of growing increased the effectiveness of the use of greenhouse areas (we can place 30% plants more at the same area). …”
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