Discrimination Analysis of Conventional Baijiu-making Sorghum from Southwest China and Hybrid Sorghum Based on Physicochemical Properties and Metabolomics by Hongmei WANG, Zhe LI, Songtao WANG, Qingliang ZHANG, Anjing CHEN, Ling LI, Rongkun TU

“…The objective of this paper was to analyze the difference of composition between hybrid sorghum and conventional sorghum in southwest China, and to establish the method of variety identification. …”
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Green hydrothermal synthesis of titanium dioxide and estimation of some of its microscopic and optical properties by Md. Kawsar, Md. Sahadat Hossain, Muhammad Shahriar Bashar, Md. Farhad Ali, Newaz Mohammed Bahadur, Samina Ahmed

“…The Williamson-Hall Method has been diversified, focusing on the Uniform stress deformation model, the Uniform deformation model, and the Uniform deformation energy density models. …”
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Computational and Experimental Study of the Patterns of Formation of a Fluidized Bed of Inert Haydite Particles Material by A. V. Mitrofanov, S. V. Vasilevich, S. O. Stojko

“…During the study the problems of developing a numerical method for calculating the distribution of velocities and concentrations along the height of the apparatus were solved, parametric identification of the proposed mathematical model was carried out, and empirical verification of the modeling results was carried out. …”
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GeaGrow: a mobile tool for soil nutrient prediction and fertilizer optimization using artificial neural networks by Olusegun Folorunso, Oluwafolake Ojo, Mutiu Busari, Muftau Adebayo, Joshua Adejumobi, Daniel Folorunso, Femi Ayo, Orobosade Alabi, Olusola Olabanjo

“…The two sets of data were pre-processed and normalized using Python, and an ANN was employed to predict soil properties such as NPK, Organic Carbon, Soil Textural Composition and pH levels through regressive analysis while building a composite model for Soil Texture Classification based on the predicted soil composition. …”
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Lithology Identification of Buried Hill Reservoirs Based on Support Vector Machine by GAO Yongde, WU Jinbo, SUN Dianqiang

“…As an unconventional reservoir, the potential mountain bedrock reservoir presents significant challenges for lithology identification compared to traditional clastic reservoirs due to its complex bedrock structure, tectonic features, chemical composition and mineralogy. Conventional logging data and traditional evaluation methods are limited in their effectiveness for identifying lithology in such reservoirs, making it difficult to distinguish between different lithology types. …”
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Analysis of Nutritional Content in Rice Seeds Based on Near-Infrared Spectroscopy by Hengyuan Kong, Jianing Wang, Guanyu Lin, Jianbo Chen, Zhitao Xie

“…To overcome these limitations, this study developed a non-destructive detection method using near-infrared spectroscopy (1000–2200 nm) combined with linear regression modeling to achieve efficient and simultaneous multi-component analysis through the principle of anharmonic molecular vibration. …”
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ESTIMATION OF THE DEPTH OF ANESTHESIA BY ELECTROENCEPHALOGRAM USING NEURAL NETWORKS by Mokhammed A. Al-Ghaili, Alexander N. Kalinichenko

“…Since electroencephalogram (EEG) signals contain valuable information about processes in the brain, EEG analysis is considered to be one of the most useful methods for study and assessment of the depth of anesthesia in clinical applications. …”
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Predicting thermodynamic stability of inorganic compounds using ensemble machine learning based on electron configuration by Hao Zou, Haochen Zhao, Mingming Lu, Jiong Wang, Zeyu Deng, Jianxin Wang

“…This approach provides significant advantages in terms of time and resource efficiency compared to traditional experimental and modeling methods. However, most existing models are constructed based on specific domain knowledge, potentially introducing biases that impact their performance. …”
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LoRA Fusion: Enhancing Image Generation by Dooho Choi, Jeonghyeon Im, Yunsick Sung

“…This method ensures stability when merging multiple LoRA modules and performs comparably to fully retrained LoRA models. …”
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METHODOLOGICAL FOUNDATIONS OF THE ORGANIZATION SPECIALIZED PHARMACEUTICAL CARE FOR PATIENTS WITH SOCIALLY SIGNIFICANT DISEASES by Андрей Георгиевич Петров, Ольга Владимировна Хорошилова, Сергей Николаевич Филимонов, Виктор Андреевич Семенихин

“…The aim of the study the influence of subject components on the formation of specialized pharmaceutical care for patients with socially significant diseases. Materials and methods. The systematic approach involves identifying the composition of the system, its structure, functions, systemic factors and mechanisms, communication with the external environment, and its history. …”
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Can laboratory-based XAFS compete with XRD and Mössbauer spectroscopy as a tool for quantitative species analysis? Critical evaluation using the example of a natural iron ore. by Sebastian Praetz, Christopher Schlesiger, Damian Alexander Motz, Stephen Klimke, Moritz Jahns, Christine Gottschalk, Lena Heinrich, Eva Maria Heppke, Wolfgang Malzer, Franz Renz, Carla Vogt, Birgit Kanngießer

“…The capabilities and challenges of each method are discussed. The quantitative model mixtures examinations by lab-XAFS show results and accuracies similar to those obtained by XRD and Mössbauer spectroscopy. …”
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Sustained Casing Pressure Assessment Based on Gas Leakage Rate by the State of Equation for Real Gas by Jieli Wang, Xuelin Dong, Deli Gao

“…Subsequently, comparing the current leakage model with the conventional method demonstrates the model's performance. …”
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Study on Activation Behavior of Complex Fracture Network in Weak-Planar Rock by Jin Chen, Lingbo Ran, Peiyao Zhou, Wenbin Chen, Meirong Tang, Qiang Wang

“…Aiming at the problem of quantifying the composition of complex fracture network and fracture activation after fracturing, a complex fracture network model of weak plane with prefabricated structure is established based on finite element method, global embedded cohesive zone model (CZM), and real shale outcrop. …”
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Boolean analysis reveals systematic interactions among low-abundance species in the human gut microbiome. by Jens Christian Claussen, Jurgita Skiecevičienė, Jun Wang, Philipp Rausch, Tom H Karlsen, Wolfgang Lieb, John F Baines, Andre Franke, Marc-Thorsten Hütt

“…The analysis of microbiome compositions in the human gut has gained increasing interest due to the broader availability of data and functional databases and substantial progress in data analysis methods, but also due to the high relevance of the microbiome in human health and disease. …”
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Development of water vapor permeability determination methodology for spray film-forming systems by M. M. Shumkova, M. V. Pomytkina, A. A. Ananian, G. Pouya, M. M. Agabalyan, E. O. Bakhrushina

“…Development of a methodology for determining the vapor permeability of spray film-forming systems, measuring the occlusion factor and studying the most significant factors affecting the accuracy of determining this characteristic.Materials and methods. Determination of vapor permeability was carried out using a special setup, consisting of a cell with water and a membrane fixed over it, on which the model composition was applied. …”
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DRAGONFLY LARVAE OF THE STEPPE ZONE OF KABARDINO-BALKARIA by Khasan A. Ketenchiev, Sergey G. Kozminov, Zukhra Kh. Gemueva, Albina A. Alakulova

“…The article presents data on the composition and distribution of communities of dragonfly larvae, which are an information source for the biological indication of the state of natural aquatic ecosystems and are model bio-indicators for environmental monitoring. …”
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Study of structural-mechanical properties of the ointment base by V. V. Rudenko

“…With the increase in the stearic acid emulsion was increase in the rheological parameters of the model for all shear rates. Also the composition of model samples at different ratios of emulsifier No.1 and the twin-80. …”
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The constitutional and legal status of the heads and governments of the Donetsk and Luhansk people's republics: transformation after the republics were admitted to the Russian Fede... by E. S. Anichkin, I. Yu. Mankovskiy

“…Intrastructural changes in the formation and structure of heads and governments were considered in accordance with the system-structural method.The regulatory and legal basis of the study was made up of federal and regional (primarily, the DPR and the LPR) normative legal acts reflecting the peculiarities of the transformation of the constitutional and legal status of the heads and governments of the DPR and the LPR in the process of becoming part of Russia.The results of the study were manifested in the identification of the peculiarities of the transformation of the constitutional and legal status of the heads and governments of the DPR and LPR; the formation of the heads of new subjects of the Russian Federation according to the second model of the organization of the highest executive bodies of state power in the subject of the Russian Federation; the identification of general and specialized powers of the heads of the DPR and LPR; the allocation of two groups of decrees of the heads of the DPR and LPR; the transformation of the composition of governments DPR and LPR; identification of the general and special powers of the governments of the DPR and LPR.Conclusions. …”
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Interpretation of ATR-FTIR spectra of dental adhesives throughout simultaneous polymerization and solvent loss. by Arwa Almusa, António H S Delgado, Anne Margaret Young

“…This study developed new Fourier transform infrared (FTIR) spectroscopy methods to assess effects of drying level on the composition and polymerization kinetics of One-Step® (OS), OptibondTM Universal (OU) and G-Bond (GB) dental adhesives. 5 μL of each adhesive were placed in turn on an FTIR, Attenuated Total Reflectance (ATR) accessory, operating at 37ºC. …”
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Issues of Designing Effective Educational Programs in the Field of “Applied Informatics” in the Conditions of Innovative Development by Yu. F. Telnov, M. S. Gasparian, M. A. Filyuk

“…The article also provides approaches to the development of an approximate basic educational program in this direction and reveals the method of its engineering, based on the interaction and composition of elements of the integrated information and educational space and, on its basis, semantic modeling and automatic generation of educational and organizational and managerial content. …”
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