Soil and vegetation responses to biochar application in terms of its feedback on carbon sequestration under different environmental conditions—LiDELS model overview by M Maslouski, A Eschenbach, C Beer, S Thomsen, P Porada

“…LiDELS simulates the impacts of biochar on key soil functions, including water retention, thermal properties, evapotranspiration rates, and net primary production (NPP). Model validation shows strong agreement with observed data for soil moisture, temperature, and CO _2 flux, confirming LiDELS’s applicability across varying soil textures, vegetation types, and biochar treatments. …”
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Application of Support Vector Machines in High Power Device Technology by RAO Wei, LI Yong, YAN Ji

“…The prediction model was tested and used to analyze the influence of process parameters on the qualified rate. Simulation results show that the SVR has high accuracy in the prediction of qualified rate and great significance to improve the quality of high power devices.…”
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Generalized Complex Variables of Drying Kinetics in Calculations of Drying Duration of Flat Thin Wet Materials by A. I. Ol’shanskii, A. N. Golubev

“…As a result of processing experimental data on convective drying of ceramics, asbestos, felt, formulas were obtained that make it possible to determine its duration in the period of falling rate. …”
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An Innovative Process Chain for Precision Agriculture Services by Christos Karydas, Miltiadis Iatrou, Spiros Mourelatos

“…Whenever big data are available per crop, decision-making is supported by machine learning systems (MLSs). …”
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Real-Time Optical Spectrum Fourier Transform With Time–Bandwidth Product Compression by Hao Sun, Xinyi Zhu, Wei Li, Ninghua Zhu, Ming Li

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The Characteristic of Measles Epidemic Process in Kyrgyz Republic by M. S. Niiazalieva, O. V. Tsvirkun, V. S. Toygombaeva, I. Sh. Aldjambaeva, G. S. Ishenapysova, R. A. Frolov, G. S. Dadanova

“…The method of retrospective analysis of the incidence of measles in the Kyrgyz Republic in longterm dynamics, by age groups, according to vaccination history is used. The data obtained statistically processed using the Excel program. …”
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TRACTOR GEARBOX: RESEARCH OF SHIFTING GEARS’ PROCESSES by N. N. Demidov, A. A. Krasilnikov, S. I. Hoodorozhkov

“…As a result, the authors obtained calculated data of the dynamic processes, variations in speed and rotational torque on the gearbox shafts; the load on the engine by shifting gears at different values of the start and finish time in switching on and off the gearbox friction controls. …”
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The Formation of Deposits on the Walls of the Pores in the Filtering Process by Yu. A. Taran, A. V. Kozlov, A. L. Taran

“…Based on this analogy and the approach to the description of the transformation of the "old" structure into a "new" one in time, using experimental data and their processing we calculated the rate of nucleation of the sediment centers (ωnucl), the linear (υlin) and volumetric rates of sediment plaques growth in the pores of the filter unit at different values of the process driving force, at different pressure difference in the system, and at different concentrations of solid particles in the suspension. …”
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Hybrid Machine Learning for CNC Process Monitoring by Robin Strobel, Samuel Deucker, Hanlin Zhou, Hafez Kader, Alexander Puchta, Benjamin Noack, Jurgen Fleischer

“…Furthermore, relevant but difficult-to-measure features such as process forces and material removal rate (MRR) were made accessible through soft sensors. …”
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Investigation of Drying Process Kinetics of Composite Granules by Zhanna Petrova

“…The effect of coolant temperature on the drying rate shows the 1.4-fold intensification of the drying process. …”
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Optimization of Technological Process Management in Plant Growing by A. Yu. Izmailov, Ya. P. Lobachevsky, V. K. Khoroshenkov, I. G. Smirnov, N. T. Goncharov, Ye. S. Luzhnova

“…Especially important in agricultural production is the intensity rate of machinery utilization, as well as the line balance and consistency of manufacturing processes.…”
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DATA SCIENCE, CANCER AND SEQUENCING ANALYSES by Mehmet Baysan

“…Recent developments in technology led to exponential growth in processing speed, storage capacities and communication rates. …”
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Validation of an Open-Source Smartwatch for Continuous Monitoring of Physical Activity and Heart Rate in Adults by Nicholas Ravanelli, KarLee Lefebvre, Amy Brough, Simon Paquette, Wei Lin

“…Consumer-grade wrist-based wearable devices have grown in popularity among researchers to continuously collect metrics such as physical activity and heart rate. However, manufacturers rarely disclose the preprocessing sensor data algorithms, and user-generated data are typically shared leading to data governance issues. …”
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Support Vector Machine based Differential Pulse-width Pair Brillouin Optical Time Domain Analyzer by Huan Wu, Liang Wang, Zhiyong Zhao, Chester Shu, Chao Lu

“…SVM for measurand extraction would be especially helpful in the scenario of DPP-BOTDA where high data sampling rate is required to resolve plenty of submeter scale sensing points.…”
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Prediction of Equipment Failure Rates in Power Distribution Networks based on Machine-learning Method by Rita Jamasheva, Noor Hanoon Haroon, Ahmed Read Al-Tameemi, Israa Alhani, Ali Murad Khudadad, Bahira Abdulrazzaq Mohammed, Ali H. O. Al Mansor, Mustafa Asaad Hussein

“…In this research, data on equipment failure rates and maintenance records were collected from power distribution networks in Baghdad, Iraq. …”
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PECULIARITIES OF INVOLVING THE URBANIZATION PROCESSES OF ETHNOSES IN RUSSIA by Alexander Alexandrovich Cherkasov

“…By the nature of participation in the urbanization process, ethnic groups are divided into the following types: the irst type - ethnic groups with an early urbanization transition, whose urbanization transition was recorded by the census of 1959 and earlier (Russians, Ukrainians, Belarusians, Georgians, Uzbeks, Armenians, Moldovans, Azerbaijanis, Latvians, Lithuanians); the second type form ethnic groups, in which the rate of more than 50.0% of living in cities was recorded by the censuses of 1970 and 1979. …”
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Integrated Platform for Bio-Image Processing and Identification of Cervical Cancer by Larisa-Dalina LAZĂR, Diogen BABUC, Todor IVAŞCU

“…The integration of artificial intelligence in medical imaging can contribute to early detection and contribute to reduction of mortality rates associated with this disease. A future direction is to explore the applications of Vision Transformers, which have demonstrated excellent performance in capturing complex patterns in image data, to further improve data preprocessing and classification accuracy. …”
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Processing and analysis of images of microstructure metals for determining the grain point by R. P. Bohush, Y. R. Adamousky, S. F. Denisenak

“…Multiple digital images can be used as initial data. Pre-processing is used to remove noise, sharpen and improve contrast using Adaptive Contrast-Limiting Histogram Equalization (CLAHE). …”
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Impact of trucks registered in other provinces on ETC differentiated charging in provincial expressway network by YAN Shengyu, ZHAN Zhenyu, LI Yanhong, ZHANG Junyi

“…To evaluate the effect of policy on province-wide toll discount for electronic toll collection (ETC) trucks, and to clarify the influence of trucks registered in other provinces on the toll discount flowed back to the local enterprises, we use structured query language server (SQL Server) database technology to process the toll collection data on expressway network, and propose an algorithm of recovery rate for the explanatory variables of toll preference, and verify the feasibility of the algorithm is by a case study. …”
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Visual Classification of Music Style Transfer Based on PSO-BP Rating Prediction Model by Tianjiao Li

“…In this paper, based on computer reading and processing of music frequency, amplitude, timbre, image pixel, color filling, and so forth, a method of image style transfer guided by music feature data is implemented in real-time playback, using existing music files and image files, processing and trying to reconstruct the fluent relationship between the two in terms of auditory and visual, generating dynamic, musical sound visualization with real-time changes in the visualization. …”
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