Fluorescence-based thermometry for precise estimation of nanoparticle laser-induced heating in cancerous cells at nanoscale by Peltek Oleksii O., Ageev Eduard I., Talianov Pavel M., Mikushina Anna D., Epifanovskaya Olga S., Dubavik Aliaksei, Veiko Vadim P., Lepik Kirill, Zuev Dmitry A., Timin Alexander S., Zyuzin Mikhail V.

“…According to the performed cell experiments, the influence of temperature increase during the PTT on cell death mechanisms has been verified and determined. Our investigations can improve the understanding of the PTT mechanisms and increase its therapeutic efficiency while avoiding any side effects.…”
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A hybrid CFD and machine learning study of energy performance of photovoltaic systems with a porous collector: Model development and validation by Yinling Wang, Lei Yu, Mazhar Ali, Imran Ali Khan, Tahir Maqsood, Haining Gao, Qi Wang, Xiaolei Guo

“…The case study considered here is a photovoltaic system with porous collector for enhancing the efficiency of solar system. Computational modeling was carried out via CFD (Computational Fluid Dynamics), and the temperature distribution was determined which was later used in machine learning (ML) evaluation. …”
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Optimization of Operation Strategy of Multi-Islanding Microgrid Based on Double-Layer Objective by Zheng Shi, Lu Yan, Yingying Hu, Yao Wang, Wenping Qin, Yan Liang, Haibo Zhao, Yongming Jing, Jiaojiao Deng, Zhi Zhang

“…Combined with the non-cooperative game theory, the alternating direction multiplier method is used to reduce the shared energy storage service cost. …”
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Capacity Estimation of Lithium-Ion Battery Systems in Fuel Cell Ships Based on Deep Learning Model by Xiangguo Yang, Jia Tang, Qijia Song, Yifan Liu, Lin Liu, Xingwei Zhou, Yuelin Chen, Telu Tang

“…A TCN-BiGRU model is then developed, with hyperparameters determined by the Kepler optimization algorithm (KOA). …”
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Experimental Study on Optimal Clean Air Delivery Rate Filter Thickness of Indoor Air Purifiers by Cindy Lin, Yu-Mei Kuo, Maxie Lin, Jason Lin, Pei-Yao Tsai, Chih-Wei Lin, Sheng-Hsiu Huang, Chih-Chieh Chen

“…CADR was calculated via the single-pass method. Results indicate that filtration efficiency increases with thicker filters; however, the optimal CADR is achieved at a specific filter thickness. …”
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Leveraging Advanced Technologies for Real-Time Plant Disease Monitoring by Mishra Archana, Afzal Md

“…The basic datasets are plant images and environmental data, and they have already shown the ability to provide useful information when analyzed with ML Algorithms such as CNN and some ensemble methods. CNNs can determine causes of disease so subtle that they are invisible to traditional modes of detection. …”
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Numerical and analytical solution of temperature distribution in foamed soy suspension during vacuum microwave drying by V. V. Tkach, G. O. Magomedov, A. A. Shevtsov

“…The study of numerical methods for solving the formulated problem makes it possible to determine the temperature at any point of the soybean suspension, taking into account the thermophysical and electrical characteristics of the suspension in a wide range of operating parameters.…”
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SIMULATION OF FREE CURRENT FLOWS IN BUOYANCY-DRIVEN VENTILATION SYSTEMS by D. V. Abramkina

“…The study of free convection under the conditions of interior problem was carried out using the CFD software, based on  the finite volume method with unstructured grid. Ansys Fluent software was used as a calculation tool in the study, due to its having a high convergence of numerical solutions offering full-scale  measurements of convective currents.To evaluate the reliability of  the results obtained, a validation procedure was carried out, allowing us to determine how accurately the selected conceptual model describes the investigated flow through a comparison of experimental and numerical data.Results. …”
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Diagnostics of retinal pathologies by optical coherence tomography images using artificial intelligence tools by V. V. Neroev, A. A. Bragin, O. V. Zaytseva

“…The importance of early detection and monitoring of retinal diseases determines the relevance of the study devoted to the diagnosis of retinal pathologies by OCT images using artificial intelligence (AI) tools.The purpose is to develop algorithms for diagnosing retinal pathologies from OCT images by machine learning methods.Material and methods. …”
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PROGRAM OF LIGHT-FORMAT REGULATION ON THE BASIS OF CONTROLLED NETWORKS AND THE SATURATIONS’ FLOW: BASIC PRINCIPLES OF CALCULATION by A. N. Novikov, S. V. Eremin, A. G. Shevtsova

“…The solution of the problem of traffic light regulation significantly affects the traffic management efficiency. The authors determine the main parameters based on the analysis of traffic light control methods. …”
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IMPLEMENTATION OF THE ALGEBRA OF HYPERDUAL NUMBERS IN NEURAL NETWORKS by Bimurat Sagindykov, Zhanar Bimurat

“…The results highlight the accuracy and computational efficiency of these methods, making them valuable tools for researchers and engineers. …”
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Analysis of passenger transportation quality in Sevastopol by Lyudmila S. Plestzova, Marina N. Kripak, Larisa A. Kiyashko

“…The conclusion offers recommendations for further improvement of the route network aimed at increasing its efficiency and convenience for the population. Purpose - to analyze the quality of passenger transport in Sevastopol, assess the effectiveness of measures taken to optimize the route network, and determine the necessity of further adjustments to the city's transport system, taking into account its specific characteristics. …”
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Factors With a Major Effect on the Budgetary Control Process – An Empirical Study From the Czech Republic by Dokulil , J., Popesko, B., Kadalová, K.

“…The authors additionally attempted to determine which factors influenced the decisions of managers in selection of such a tool. …”
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Increasing the innovative potential of the human capital in the regions of the South of Russia by F. A. Mambetova, T. Kh. Sozaeva, S. Kh. Sulumov, R. V. Khuriev

“…Conclusions and Relevance: for the regions of the South of Russia, which today are characterized by low rates of economic development, the most important task is to improve the efficiency of human potential management. Increasing the innovative potential of human capital, including through the use of appropriate methods and tools aimed at training specialists with innovative competencies in demand, will allow these regions to stabilize the socio-economic situation and embark on the path of sustainable development.…”
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EVALUATION OF DISPERSED PARTICLE CONTENT IN EXHAUST GAS OF DIESEL ENGINE by G. M. Kuharonak, V. I. Berazun

“…In order to ensure measuring accuracy and results reproducibility filter loading should be in a regulated range and dilution parameters should be chosen according to not only engine type but also according to its emissions rate. Methods for evaluation of a hot exhaust gas sample is characterized by higher response and the results correlate with indices of combustion efficiency. …”
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Generalized Rowlins–Shellhardt equation and its application for optimization of well operation modes by Vladimir A. Tolpaev, Kurban S. Akhmedov

“…Equations of gas inflows to wells, approximated in the form of a generalized Rawlins–Shellhardt equation. Methods. Methods of interpolation and approximation of field data, numerical integration, mathematical modeling methods, correlation and regression analyses, least squares method. …”
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A Versatile Algorithm for Autofocusing SAR Images by A. A. Monakov

“…The synthesized algorithm is straightforward, not requiring recursive methods for finding the optimal solution. These advantages determine the enhanced speed and stability of the proposed algorithm. …”
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Design and Validation of Tourism Destination Marketing Model Using New Electronic Technologies by Fatemeh Mirzaei, Hamid zargham boroujeni, Farid Askari, Seyed Mahdi Moafi Madani

“…The partial least squares method has also been used to validate the model. Data analysis was done with MaxQDA and Smart PLS software. …”
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The Simulation of Mode Control for a Photonic Lantern Adaptive Amplifier by Yuxuan Ze, Pengfei Liu, Hanwei Zhang, Yanyang Hu, Lianchuang Ding, Baozhu Yan, Jiangbin Zhang, Qiong Zhou, Wenguang Liu

“…Specifically, an optimal gain fiber length of 8 m was determined, and backward pumping was found to achieve higher pumping efficiency and better control results. …”
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Producing mixed linked xylooligosaccharides from red algae biomass through single-step enzymatic hydrolysis by Michelle Teune, Christoph Suster, Yannick Wolf, Nils Michels, Henrieke Mieth, Thorben Döhler, Daniel Bartosik, Joris Krull, Jan-Hendrik Hehemann, Thomas Schweder, Christian Stanetty, Uwe T. Bornscheuer

“…Conclusion In summary, our one-step enzymatic approach offers an efficient and sustainable method for producing XOS directly from P. palmata biomass. …”
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