Traffic light optimization (TLO) using reinforcement learning for automated transport systems by Mohammad Mehedi Hassan, Stephen Karungaru, Kenji Terada

“…The trained agent worked using the greedy method to improve traffic flow to maximize the rewards by changing the signals appropriately. …”
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Bacterial Gibberellins Induce Systemic Resistance of Plants by I. N. FEKLISTOVA, I. A. GRINEVA, T. L. SKAKUN, L. E. SADOVSKAYA

“…Gibberellins concentration in the medium was determined by fluorometric method.Elicitor activity of bacterial metabolites – gibberellins – was analyzed in model system of artificial inoculation of oilseed rape germs with phytopathogenic fungi Alternaria brassicicola. …”
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Experimental studies of heat treatment influence on the welded connections properties in working mechanisms of road building by A. Р. Scherbakov

“…To control this process, it is recommended to use the passive fluxgate method in the work, while the fusion zone with the overheating section should be inspected first, and then the weld.Discussion and conclusion. …”
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Investigating the green space accessibility for assembly areas of the urban road in case of disaster: Kastamonu case study by Pelin Şahin Körmeçli

“…The results of this research will contribute to increasing the efficiency of urban planning studies and improving the disaster fighting capacity of decision makers with the proposed methods.…”
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Algorithm of software package of intellectual decision support when designing cyber security system at the enterprise by E. A. Vitenburg, A. V. Nikishova

“…To increase the decision-making efficiency at the enterprise, it is advisable to use a special software package of intellectual support. …”
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Identifying the Challenges of the Processes of Introducing and Commercializing Domestic Medical Equipment to the Market by Shahnaz Seyedi Dolatabad, Hessam Zandhessami, Hamed Afshari, Shirin Jalalinia

“…This study aimed to explain and identify the processes for entering the market of domestically manufactured medical equipment in Iran and to examine the challenges and obstacles in obtaining medical equipment licenses. Methods: This study was conducted in 2024. The method used in this research was qualitative and with a qualitative content analysis approach. …”
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Antibacterial Activity of Cyanobacteria Dolichospermum affine Isolated from Freshwater by Dilek Yalçın

“…The antimicrobial test was determined using the disk diffusion method. The antimicrobial activities of D. affine extracts were measured using the diameter of the inhibition zone (DIZ) of the pathogen microorganisms. …”
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Protection and parameter optimization of one-way surge tower for water conveyance pipelines under complex terrain conditions by Xiaoying Zhang, Chao Wang, Lin Li, Shaokang Bian

“…Employing the characteristic line method, a hydraulic transition process calculation model is established to examine protection by combining air valves with one-way surge towers. …”
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The Effect of Water- and Ultrasonic Bath Systems on Bioactive Compounds and Fatty Acid Compositions of Unroasted and Roasted Pumpkin Seeds by Isam A. Mohamed Ahmed, Mehmet Musa Özcan, Nurhan Uslu, Emad Karrar, Fahad Aljuhaimi

“…Phenolic content increased by 50% after 50 min of ultrasonic extraction, indicating the efficiency of this method. Also, total flavonoid amounts increased about 55% after 25 min of ultrasonic extraction, indicating the efficiency of this method. …”
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Sensorless control of the high-speed switched reluctance generator of the micro power plant by P. G. Kolpakhchyan, D. V. Olkhovatov

“…This reduces drastically the precision of determining the rotor position; therefore, at high speeds, the application of this method is limited without further refinement of the rotor position. …”
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Effectiveness of drainage, depressurization and gas production of coalbed methane wells based on production data: A case study of the Zhijin Block in Western Guizhou by Chen GUO, Kang SHI, Yong QIN, Hang YUAN, Zhenlong CHEN, Wei GAO, Lingling LU, Houqiang LI, Xuyang ZHANG, Xiang WANG, Hongbin HE, Runhan ZHANG

“…Discriminating the effectiveness of the two steps based on the analysis of production data and identifying the main constraints on gas production are of great significance for promoting the economic and efficient development of CBM. An analysis method was constructed for the effectiveness of CBM recovery based on three relationship curves: cumulative water production and bottom-hole flow pressure, cumulative gas production and bottom-hole flow pressure, and cumulative water production and cumulative gas production. …”
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Effects of position of semi-circular body on melting of a novel B4C/RT44HC PCM nanocomposite in a closed space by Ezgi Gurgenc, Muhammed Gur, Hakan Cosanay, Turan Gurgenc, Hakan F. Oztop

“…The primary objective is to determine how the position of these adiabatic bodies influences the melting behavior, thermal conductivity, and energy storage capacity of the PCM. …”
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Comparison of Risk Assessment Strategies for Patients with Diabetes Mellitus and Stable Chest Pain: A Coronary Computed Tomography Angiography Study by Jia Zhao, Shuo Wang, Pengyu Zhao, Yong Huo, Chunjie Li, Jia Zhou

“…They were divided into high- and low-risk groups according to the 2016 National Institute of Health and Care Excellence guideline-determined strategy (NICE strategy) which focused on symptom evaluation and 2019 European Society of Cardiology guideline-determined strategy (ESC strategy) which was based on pretest probability (PTP) sequentially determined by the ESC-PTP estimator and risk factor-weighted clinical likelihood (RF-CL) model, respectively. …”
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Formation of Managers’ Competencies in The Field of Project Portfolio Management of The Enterprise by H. H. Kuchmezov, S. I. Neizvestny

“…The main necessary competencies of project portfolio managers are determined. The gap in business requirements and existing competencies of university graduates in this direction of management is shown. …”
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Chemical-functional characterization of Ascophyllum nodosum and Phymatolithon calcareum and dietary supplementation in post-weaning pigs by Sara Frazzini, Serena Reggi, Matteo Dell’Anno, Anna Paola Fifi, Elena Scaglia, Elena Scaglia, Irene Ferri, Luciana Rossi

“…Total Polyphenols Content (TPC) and Total Flavonoid Content (TFC) were determined through colorimetric assays, while antioxidant activity was determined using ABTS assay, and the microdilution method was used to evaluate the antimicrobial capacity. …”
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INTERNATIONAL AND NATIONAL LEGAL MECHANISMS OF JUDICIAL LIABILITY IN THE CONDITIONS OF ECONOMIC GLOBALISATION OF MODERN SOCIETY by Konul Akhundova

“…The purpose of the present article is to determine the specific features of international and national legal mechanisms of judicial liability in the context of economic globalisation in modern societies. …”
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CONCEPTUAL MODEL OF SYSTEM ANALYSIS OF THE QUALITY OF VOCATIONAL TEACHER TRAINING by Oleksandr Derevyanchuk

“…Special attention is paid to the integration of digital technologies and methods of educational data mining into the modelling process. …”
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Predicting the efficacy of microwave ablation of benign thyroid nodules from ultrasound images using deep convolutional neural networks by Enock Adjei Agyekum, Yu-guo Wang, Eliasu Issaka, Yong-zhen Ren, Gongxun Tan, Xiangjun Shen, Xiao-qin Qian

“…Because the degree and rate of lesion absorption vary greatly between individuals, there is no reliable model for predicting the therapeutic efficacy of thermal ablation. Methods Five convolutional neural network models including VGG19, Resnet 50, EfficientNetB1, EfficientNetB0, and InceptionV3, pre-trained with ImageNet, were compared for predicting the efficacy of ultrasound-guided microwave ablation (MWA) for benign thyroid nodules using ultrasound data. …”
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Study of Lactic Acid Thermal Behavior Using Thermoanalytical Techniques by Andrea Komesu, Patricia Fazzio Martins Martinez, Betânia Hoss Lunelli, Johnatt Oliveira, Maria Regina Wolf Maciel, Rubens Maciel Filho

“…The development of an efficient method for its separation and purification from fermentation broth is very important to assure the economic viability of production. …”
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Enhanced OCV Estimation in LiFePO4 Batteries: A Novel Statistical Approach Leveraging Real-Time Knee/Elbow Detection by Teodor-Iulian Voicila, Bogdan-Adrian Enache, Vasilis Argyriou, Panagiotis Sarigiannidis, Mihai-Alexandru Pisla, George-Calin Seritan

“…The rapid advancement of electric vehicles (EVs) and renewable energy storage systems has significantly increased the demand for reliable and efficient battery technologies. Lithium iron phosphate (LFP) batteries are particularly suitable for these applications due to their superior thermal stability and long cycle life. …”
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