Automatiс Operation of a Rotary Garden Cultivator by Viktor N. Zvolinsky, Maksim A. Mosyakov

“…(Materials and methods) The authors have conducted research involving patented materials on the use of automated process control systems for pre-sowing soil cultivation with tools featuring hydraulic actuators of working elements. …”
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Research progress and prospects of triboelectric nanogenerator for human motion monitoring by Xiaofei Ma, Guanghui Yang, Yunfei Ma

“…Among them, sensors made from natural materials are more suitable for the field of motion monitoring in terms of the wide range of material sources, low cost, and monitoring performance. Although TENG technology has achieved good results in the application of human motion monitoring, there are still five issues worth paying attention to in future research: (1) expanding the source of materials, (2) optimizing the structural design of TENG, (3) meeting the demands of human motion monitoring, (4) taking biocompatibility as the development direction, and (5) safety and sustainability.…”
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Sealing mechanisms and enrichment patterns of deep coalbed methane: insights from the Jiaxian block, Ordos Basin by Qifan Zhang, Peijie Li, Dameng Liu, Yanbin Yao, Yidong Cai, Yilin Guo, Zefan Wang

“…And it addresses these gaps by integrating experimental methods, advanced 3D seismic attribute analysis, and multi-source data fusion to construct a comprehensive model for evaluating roof and floor sealing capacity. …”
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Minimum Link Flow Problem and Its Solution With Sparse Modeling by Ryotaro Matsuo, Ryo Nakamura, Hiroyuki Ohsaki

“…Our findings include that COMP can solve the minimum link flow problem with multiple sources and sinks 1.1–1.3 times more effectively than benchmark conventional methods.…”
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The current state of the humus content of arable chernozems of the true steppes (the example of the Rostov region, Russia) by O. V. Chernova, I. O. Alyabina, O. S. Bezuglova, Yu. A. Litvinov

“…To estimate the humus content and stocks of arable chernozems of two soil-ecological zones (Predcaucasia and Yuzhno-Russkaya) within the Rostov region, as well as the possibility of the optimization of the state of their humus under current conditions.Material and Methods. …”
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Unique and innovative technology for sustainable and efficient structural concrete made of 100% recycled aggregate from CDW by Bohuslav Slánský, Pavel Zelinka, Jan Čermák

“…This new solution has very positive environmental impact and cost optimization shows its great potential for use as a structural concrete supporting a circular economy, saving natural sources, minimizing dumping and landfilling of CDW as well as reducing the CO2 footprint. …”
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Comparative Analysis of the Bioactivity and Anti-Inflammatory Effects Against Endotoxin in Mitochondria for Transplantation: Impact of Muscle Origin in Rats by Da-Wei Huang, Heng-Juei Hsu, Pei-Wen Chen, Ming-Tse Wu, Chia-En Wong, Chi-Chen Huang, Po-Hsuan Lee, Hui-Fang Chen, Jung-Shun Lee

“…These findings provide critical insights into optimizing MT outcomes through the strategic selection of mitochondrial sources.…”
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A Passive Radar System for Monitoring of Coastal Areas Ship Traffic Using Satellite Illumination Signals by Nguyen Van Quan

“…Materials and methods. Mathematical modeling, theory of signals, methods of digital signal processing. …”
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Calculation of the main operational characteristics of a tethered high-altitude ship-based system by I. I. Dawlyud

“…The long-term operation of UAVs on ships can be ensured by tethered high-altitude systems in which the power supply of engines and equipment is provided from the onboard energy source through a thin cable tether. This paper aims to select and justify the appearance of such system, as well as to calculate the required performance characteristics.Methods. …”
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Stabilizing training of affine coupling layers for high-dimensional variational inference by Daniel Andrade

“…Variational inference with normalizing flows is an increasingly popular alternative to MCMC methods. In particular, normalizing flows based on affine coupling layers (Real NVPs) are frequently used due to their good empirical performance. …”
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Enhanced Objectivity of AHP for More Reliable Solar Farm Site Selection by A. E. Dinçer, A. Demir, K. Yılmaz

“…To address these objective relations and/or consensuses, this study proposes the analytic hierarchy process with optimized hierarchy (AHP‐OH). This method enhances the reliability of results by satisfying objective relations and/or consensuses about relations between criteria. …”
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Cross-cutting technologies in training physical culture and sports for students by Yu. I. Zhuravleva, M. V. Katrenko, V. V. Barannikov, A. N. Prodius

“…It was revealed that end-to-end technologies: cloud technologies (Cloud Technologies); blockchain (Blockchain); Big Data (BigData); artificial intelligence (AI) – allow the use of a variety of forms and methods of their manifestation in the educational process of university students, and are one of the modern ways of intensifying and optimization of all education. …”
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Time Frequency Analysis Based Fault Detection in PV Array Using Scaling Basis Chirplet Transform by S Ramana Kumar Joga, Chidurala SaiPrakash, Srikanth Velpula, Alivarani Mohapatra, Theophilus A. T. Kambo Jr.

“…In this proposed fault detection method, PV array signal is decomposed into a set of chirplets using the SBCT. …”
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Spatial structure of metropolitan regions from the perspective of core-periphery division: Taking Guangzhou and Shenzhen metropolitan regions as examples by CHEN Hongsheng, DENG Shuhan, LI Zheng

“…[Methods] Focusing on the Guangzhou Metropolitan Region and Shenzhen Metropolitan Region, this study uses multi-source data (land-use data, remote sensing images) and methods like the coupling coordination degree model to identify primary and secondary core area and classify the latter. …”
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Applications of machine learning in gravitational-wave research with current interferometric detectors by Elena Cuoco, Marco Cavaglià, Ik Siong Heng, David Keitel, Christopher Messenger

“…In data analysis, machine learning has already been applied as an alternative to traditional methods for signal detection, source localization, noise reduction, and parameter estimation. …”
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Artificial Intelligence for DC Arc Fault Detection in Photovoltaic Systems: A Comprehensive Review by Kamal Chandra Paul, Disnebio Waldmann, Chen Chen, Yao Wang, Tiefu Zhao

“…Detecting these faults in DC circuits is challenging due to their subtle electrical signatures and the presence of noise from system and environmental sources. Traditional detection methods often fall short in terms of accuracy, prompting growing interest in artificial intelligence (AI)-based solutions. …”
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Exploration and research progress on the integrated technology of coalbed methane development, gas control, and methane emission reduction by Shuxun SANG, Honggao XIE, Zhihua YAN, Shiqi LIU, Xiaozhi ZHOU, Sijie HAN, Sijian ZHENG, Fansheng HUANG

“…To tackle the difficulties of developing CBM in structural coal and the propensity for gas outbursts, we propose a method for constructing cavities in structural coal reservoirs to promote gas drainage and reduce outbursts. …”
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AHP-MOORA framework for longitudinal evaluation of Pharm.D program learning outcomes: a tool for Saudi pharmacy programs accreditation and curriculum enhancement by Sultan M. Alshahrani

“…This study aimed to establish a scalable framework for evaluating PLOs’ achievement under the National Commission for Academic Accreditation and Assessment (NCAAA) criteria.MethodsA mixed-methods methodology was utilized in a public pharmacy institution in Saudi Arabia. …”
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Study on Performance of Coordinated Ventilation Strategies during T-Shaped Subway Station Hall Fire by Yanan Hou, Wei Ding, Zhengbo Hou, Xingcheng Li, Ling Li, Zhihao Yang, Congling Shi

“…For fires on the ‘T’s horizontal side, lateral airflow from longitudinal fans can effectively disrupt smoke spreading, with coordinated extraction strategies outperforming the traditional methods. However, for fires on the ‘T’s longitudinal side, horizontal fans are ineffective in controlling smoke flow, making the traditional fire shutter closure optimal. …”
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Quantitative and Spatially Explicit Clustering of Urban Grocery Shoppers in Montreal: Integrating Loyalty Data with Synthetic Population by Duo Zhang, Laurette Dubé, Antonia Gieschen, Catherine Paquet, Raja Sengupta

“…Future research should explore multi-source data integration and advanced clustering methods. …”
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