Infrastructure for the deployment of Large Language Models: challenges and solutions by Tomasz Walkowiak, Bartosz Walkowiak

“…As a result, the ability to perform efficient and scalable inferences on these models is becoming crucial to maximize the utilization of valuable resources such as GPUs and CPUs. This thesis outlines a process for selecting the most effective tools for efficient inference, supported by the results of experiments. …”
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Sustainable crop recommendation system using seasonally adaptive recursive spectral convolutional neural network for responsible agricultural production by Gopinath Selvaraj, Sakthivel Kuppusamy, Menaka Aswathanarayanan

“…However, selecting the ideal crop based on season remains challenging, often resulting in inefficient resource use and reduced yield. …”
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Experimental and computational validation on the adsorption behaviour of quercetin and rutin on ion exchange resins by Anannya Kalita, Rabu Ranjan Changmai, Manabendra Sarma, Monali Dutta Saikia

“…These two flavonoids usually occur as mixtures in different plant resources. Also, commercially obtained rutin is contaminated with nearly 1–3% of quercetin. …”
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Enhancement and evaluation for deep learning-based classification of volumetric neuroimaging with 3D-to-2D knowledge distillation by Hyemin Yoon, Do-Young Kang, Sangjin Kim

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Wildflower sowings as alternative for conventional inter-row greening in German vineyards by Daniel Elias, Janik Schäfer, Lea Franziska Sieg, Sabine Tischew, Anita Kirmer

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Patterns and risk factors of falls among older adults: a systematic review by Tetiana Yermakova

“…The Web of Science Core Collection database was selected as the data source. The search included publications from the last 10 years (2014–2024). …”
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Response of Four Shrubs to Drought Stress and Comprehensive Evaluation of Their Drought Resistance by Bing Ma, Haibo Hu, Xingyu Liu, Qi Wang, Hongwei Zhou, Sheng Chen, Jiacai Liu, Yuyan Li

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Analysis of soil microbial community structure changes in the drainage field of the Shengli coalfield based on high-throughput sequencing by Weixuan Zhao, Ruihong Hou, Mingjian Liu, Haowei Shen, Xiaochen Deng, Mingjiu Wang, Xiangjun Yun

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Numerical Analysis of Transient Burn Injury Grading Through Coupled Heat Transfer and Damage Integral Modeling by Chao Zhang, Xinbin Ma, Mengxi Li, Yubin Qiu, Moon Keun Kim, Jiying Liu

“…Under the working conditions selected in this paper, the heat source mainly affects the epidermis and dermis directly below, and has less influence on the area above, which is in convective heat transfer. …”
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Efficacy of traditional Chinese medicine nursing in stroke: a systematic review and meta-analysis by Yanling Chen, Hongyan Li, Zhe Wu, Mingyuan Jiao

“…Meta-regression and subgroup analyses indicated that nursing model, stroke type, and risk of bias were not sources of heterogeneity.ConclusionCompared to conventional care, TCM nursing techniques can significantly improve spasticity in stroke patients, and also provide some benefits for limb motor function and ADL. …”
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Evoked cortical electrical activity associated with the presentation of a Ready-Made solution to a remote association task by I. S. Gornostaev, A. V. Kurgansky, V. K. Vyazovkina, V. F. Spiridonov

“…The results of an analysis of cortical activity evoked by the presentation of a cue word in selected regions of interest are reported. These results are in agreement with what is known about the functions of the cortical areas involved in solving problems. …”
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Microgrid Reliability Incorporating Uncertainty in Weather and Equipment Failure by Sakthivelnathan Nallainathan, Ali Arefi, Christopher Lund, Ali Mehrizi-Sani

“…This study employs two methods to assess and contrast the reliability of a standalone microgrid (SMG) system in order to achieve this goal: (i) random uncertainty within a selected confidence interval and (ii) splitting the cumulative distribution function (CDF) into five regions of equal probability. …”
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Analysis of Factors of High-tech Industries Growth: A Case Study of the Late USSR by D. V. Didenko, N. V. Grineva

“…The key hypothesis is that in the high-tech industries in the 1960s and 1980s, the institutional environment appeared to be a more significant factor than the technological level. The variety of the sources utilized includes calculations and estimates from the research literature and selected indicators from the official statistics. …”
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Why Are Widely Distributed Species Widely Distributed? Understanding From a Quantified Investment Acquisition Strategy by Xiao Liu, Shijie Yi, Pan Wu, Ning Wang, Qiang Li

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High‐Altitude Open‐Pit Coal Mining has Changed the Sulfur Cycle and Ecological Network of Plant Rhizosphere Microorganisms by Honglin Liu, Hengfang Wang, Junqing Sun, Tianhong Yang, Zhengxian Mo, Hao Huang, Yabo Pan

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Spatial Distribution Characteristics and Co-occurrence Risk of Rainstorms and High Tide Levels in Guangzhou by Zheng Yangkun, Wang Feng, Wei Qiuying, Zhang Yun, Yang Fang, Hu Maochuan

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Pre-design optimization of the manipulation system with hydraulic drive for mobile transport-technological machine by Lagerev I.A.

“…The approach enables the source to lay the subject to further design of the optimal values of the most important quantitative characteristics that determine the realization of the highest values of quality designed manipulation systems. …”
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Mathematical model of data collection and processing for a recommendation system for forming an individualized educational program by O.H. Hlazunova, Y.Y. Ponzel

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Distance Interaction in Corporate Management by T. I. Zakharova

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Estimation of Groundwater Recharge from Rainfall for Arid Coastal Plain of Ninh Thuan Province, Vietnam by Nguyen Van Hoang, Trinh Thu, Shakirov Renat, Tran Thi Thuy Huong, Syrbu Nadezhda

“…Those parameters required for soil moisture transfer are derived from the soil-water characteristic curve functions. Element sizes and time steps used in the modelling have been selected based on a detailed analysis of numerical simulation errors. …”
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