Precision autofocus in optical microscopy with liquid lenses controlled by deep reinforcement learning by Jing Zhang, Yong-feng Fu, Hao Shen, Quan Liu, Li-ning Sun, Li-guo Chen

“…The experimental results demonstrate that the proposed liquid lens microscope with DRLAF exhibits high robustness, achieving a 79% increase in speed compared to traditional search algorithms, a 97.2% success rate, and enhanced generalization compared to other deep learning methods.…”
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Integration of Hash Encoding Technique with Machine Learning for Employee Turnover Prediction by Ahya Radiatul Kamila, Johanes Fernandes Andry, Francka Sakti Lee, Felliks F. Tampinongkol

“…Employee turnover refers to the replacement of employees within an organization, which can lead to losses such as recruitment costs and decreased productivity. Predicting turnover is crucial for companies to anticipate and take appropriate actions to retain potential employees. …”
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System modelling and characteristic research of novel high water-based synchronous lubrication piston pump by Hao JIANG, Lang YU, Yongkang LI

“…The results show that the proposed synchronous lubrication method can produce lubricating oil in the lubrication chamber with increasing speed. With the increase of pump speed, the thickness of slipper auxiliary film decreases, and the extension of static pressure action time causes the increase of leakage. …”
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Research and development of material feeder of drum type shredder by V. I. Zenikov

“…Thus a louver baffle fitted to the end of a material feeder decreased losses by 9 percent.…”
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A Novel Variable-Order Threshold Serial Belief Propagation-Based Decoding Algorithm for LT Codes by Weibai Sun, Shuyan Ni, Tuofeng Lei, Rui Yang

“…In addition, by introducing an adaptive threshold for correcting check node information, the algorithm effectively eliminates redundant update actions throughout the decoding process. Simulation results demonstrate a 63.6% reduction in iteration count compared to BP for long-length codes at medium to high signal-to-noise ratio (SNR) and a 17.4% decrease in computational overhead. …”
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DYNAMIC DISCIPLINE OF PARALLEL SERVICE IN CONCEPT FLIGHT AND FLOW – INFORMATION FOR A COLLABORATIVE ENVIRONMENT by L. E. Rudel'son, S. N. Smorodskiy, V. A. Chernyshyova

“…Following the instructions of the dispatcher, the pilot either proceeds to the bypass route, or changes either the altitude or speed. Minimal interference in the actions of the pilot is one of the criteria for assessing the controller’s work. …”
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The influence of special physical fitness of athletes on the level of technique of playing beach volleyball by Valeriy Hunchenko, Oleksandr Solovey, Dmytro Solovey, Yaroslav Malojvan, Artem Yakovenko, Krzysztof Wnorowski

“…Significant (p <0.05) development of explosive power, speed and agility was revealed. There is a significant (p <0,05) increase: in the number of jump serve and spike; improving the quality/number of serve and attack; improving the quality of passing and the number of blocks. …”
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MARKETING AUDIT AS A TOOL OF MARKETING ANALYTICS by Valentyna Litynska

“…Based on the generalization of approaches to the interpretation of the concept of «marketing audit» and factors that have a significant impact on this concept, it is proposed to define marketing audit as an improved tool used by companies for in-depth analysis of their marketing activities in order to identify opportunities for increasing efficiency and competitiveness.  A marketing audit is not only an analysis of a company’s marketing strategies and actions, but also a systematic review of its marketing activities taking into account changing market conditions and internal factors. …”
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LISTENING COMPREHENSION STUDY: DIFFICULTIES AND STRATEGIES USED BY COLLEGE STUDENTS by Dede Purwanto, Fahrus Zaman Fadhly, Wulan Rahmatunisa

“…The result undertakes to increase EFL learners’ consciousness of these difficult areas in listening that are suitable and effective actions. …”
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Characterizing the state of heart rate autonomic regulation and EEG in elderly women with falls syndrome by Taisiya P. Shiryaeva, Denis M. Fedotov, Anatoly V. Gribanov, Irina N. Deryabina, Irina N. Krainova, Sergey F. Bagretsov

“…Conclusion ― A deterioration in the quality of performing complex motor actions and a decrease in postural control in elderly women with falls syndrome were which may have caused their postural instability. …”
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A Swing-Assist Controller for Enhancing Knee Flexion in a Semi-Powered Transfemoral Prosthesis by David M. Marsh, Marco Puliti, Michael Goldfarb

“…The experiments demonstrate that the proposed controller increases peak knee angle and minimum toe clearance during swing phase without increasing hip compensatory actions, relative to the users&#x2019; daily-use devices.…”
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The Interconnection Between Pharmaceutical Development and Preclinical Research (Review) by I. N. Ampilogova, M. V. Karlina, V. G. Makarov, M. N. Makarova

“…Pharmaceutical development of an innovative highly effective and competitive drug is a long and expensive process, the result of which is quite difficult to predict in advance. To speed up the entry of a new drug to the treatment and reduce the developer's material costs, it is advisable to include preclinical experiments in the process of creating a drug.Text. …”
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Online Neural Dynamics Forecasting for power system security by Mert Karacelebi, Jochen L. Cremer

“…Machine learning (ML) methods offer advantages in terms of computational speed compared to numerical methods and simulators. …”
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A New Approach for Online Transient Instability Assessment and Prediction via Tracing the Variation Trend of Synchronous Generator Energy by Parva Soori, Alireza Sobbouhi, Mohamma Reza Aghamohammadi, Mohamma Sadegh Sepasian

“…The energy is calculated using the integral of the electrical power of the generator measured over time. This energy increases during a fault and subsequently decreases in post-fault. …”
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The study of the isolated power supply system operation with controlled distributed generation plants, energy storage units and drive load by Yu. N. Bulatov, A. V. Kryukov, K. V. Suslov

“…It is advisable to conduct further studies to coordinate the actions of the control system of the electric energy storage unit and the auto-prognostic speed controller of the distributed generation plant.…”
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Automated home-cage-like monitoring for assessing innate behaviors in a murine hangover model by Hasriadi Hasriadi, Peththa Wadu Dasuni Wasana, San Yoon Nwe, Suchada Sukrong, Pasarapa Towiwat

“…Results showed a significant reduction in mobile behaviors (climbing, locomotion, rearing), speed, and distance traveled, along with increased immobility in both exploratory and long-term home-cage-like assessments. …”
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Numerical Study on the Explosive Separation of Pyrotechnic Cutter by Shihui Xiong, Yaokun Ye, Yanhua Li, Yuquan Wen

“…As the distance increases, the difference between the initial cutting speed and the maximal speed of the cutter gradually decreases and effectively disappears for a distance of 8.5 mm. …”
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Experimental research of single - rotor helicopter unintentional yaw rotation by V. V. Efimov, V. A. Ivchin, O. E. Chernigin, K. O. Chernigin

“…Helicopter yaw trim inability occurs at negative sideslip angles because of tail rotor thrust decrease due to the incoming airflow blowing which decreases the blades angles of attack and worsens helicopter airframe aerodynamic moment that coincides in direction with main rotor torque if helicopter airframe possesses directional stability. …”
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DLP: REDUCED RISK OF LEAKAGE OF CONFIDENTIAL INFORMATION OF THE BANK by T. A. Andryianava, S. B. Salomatin

“…The application of the adapted DLP-system in the Bank allowed to increase the speed of response of information security specialists to the information security events detected by the DLP-system adapted to the Bank, and also allowed the DLP-system to transition from the copy mode to the blocking mode of illegitimate transfer of information.…”
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Changes in air quality in Poland in 2020 in the context of the COVID-19 pandemic: spatial and seasonal analysis by Joanna Strużewska, Aleksander Norowski, Grzegorz Jeleniewicz, Maria Kłeczek, Marcin Kawka, Paulina Jagiełło, Aleksandra Starzomska

“…The analysis results indicated an evident reduction in pollutant concentrations in 2020 compared to 2019. This decrease was especially noticeable during lockdowns, when transport, industry and other emission sources faced restrictions. …”
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