Deep Reinforcement-Learning-Based Air-Combat-Maneuver Generation Framework by Junru Mei, Ge Li, Hesong Huang

“…The experimental results show that the operational success rate of the proposed method against the game theory baseline reaches 85.7%. …”
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Synthesis of mesoporous tin oxide (SnO2) photoanode and rhodamine B dye as sensitizer for dye-sensitized solar cells application by Ajay N. Kawade, Sadhu K. Kolekar

“…For the fabrication of photoelectrodes, a simple yet effective doctor blade method was employed. The photoelectrodes were sensitized with Rhodamine B (Rh-B) dye and subsequently characterized for their performance in DSSCs. …”
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Semi-Supervised Learned Autoencoder for Classification of Events in Distributed Fibre Acoustic Sensors by Artem Kozmin, Oleg Kalashev, Alexey Chernenko, Alexey Redyuk

“…In this paper, we present an enhanced approach based on semi-supervised learning for developing event classification models tailored for real-time and continuous perimeter monitoring of infrastructure facilities. The proposed method leverages a hybrid architecture combining an autoencoder and a classifier to enhance the accuracy and efficiency of event classification. …”
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Research of Lightning Protection Systems of Wind Power Plant by Potapenko A.N., Kumar Udaya, Shtifanov A.I., Soldatenkov A.S.

“…The most significant result of the work is a mathematical model with boundary conditions that determines the rigid boundaries of the object of study and constant values at the free and symmetric boundaries for calculating the electric flow function, the method of finding the specific distribution of the lines of the flow function along the boundaries of the studied wind power installation, and the results of computational experiments. …”
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Investigating the influence of soil organic carbon on pore structure within aggregates by Jingjing Liu, Yu Tian, Chiara Pasut, Mark Farrell, Shenggao Lu

“…SOC plays a vital role in determining soil functionality and ecosystem services and is the primary driver of pore geometry within soil aggregates, yet traditional in-situ analysis methods have fallen short in accurately describing its intricate distribution. …”
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Dynamic Error Modeling and Predictive Compensation for Direct-Drive Turntables Based on CEEMDAN-TPE-LightGBM-APC Algorithm by Manzhi Yang, Hao Ren, Shijia Liu, Bin Feng, Juan Wei, Hongyu Ge, Bin Zhang

“…These findings conclusively establish the method’s effectiveness in significantly enhancing accuracy while maintaining prediction stability and operational efficiency, underscoring its considerable theoretical and practical value for error compensation in precision mechanical systems.…”
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Synthesis of Antenna Arrays and Parasitic Antenna Arrays with Mutual Couplings by M. Thevenot, C. Menudier, A. El Sayed Ahmad, G. Zakka El Nashef, F. Fezai, Y. Abdallah, E. Arnaud, F. Torres, T. Monediere

“…A synthesis method to design multielement antennas with couplings is presented. …”
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CLIMATE-RESPONSIBLE MANAGEMENT INFORMATION SYSTEMS TO RAISE PRODUCT QUALITY IN SUPPORT OF DECARBONISATION IN THE AI ECONOMY by Saida M. Ibraimova, Ilham M. Saipidinov, Natalia M. Serbulova, Olga A. Glushko, Svetlana B. Makeeva

“…To reach this goal, we used the trend method, comparative analysis, statistical analysis, and the method of classification. …”
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Conceptual Approaches to the Formation of Architecture of Documents of Strategic Planning in Russia by O. O. Smirnova, L. K. Bocharova, L. A. Belyaevskaya-Plotnik, Ju. N. Bogdanova

“…Methods: the main method of work is the disclosure of the principles of strategic planning. …”
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Design and Optimization of a Vibration-Assisted Crop Seed Drying Tray with Real-Time Moisture Monitoring by Mingming Du, Hongbo Zhao, Shuai Zhang, Chen Li, Zhaoyuan Chu, Xiaohui Liu, Zhiyong Cao

“…However, traditional drying methods often result in uneven heating, leading to seed scorching and diminished drying efficiency and economic returns. …”
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Acetic Acid Chromoendoscopy in the Preliminary Diagnosis of Histological Type of Colon Polyp during Colonoscopy by N. V. Ageykina, E. D. Fedorov, P. G. Malkov, T. V. Nikolaychuk, N. A. Oleynikova

“…Aim: to increase the efficiency of endoscopic diagnosis of serrated and non-serrated histological types of colon polyps in real time.Materials and methods. …”
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Unlocking the promise of virtual care in hospitals: the Smarter Hospitals Project protocol by Reema Harrison, Rebecca Mitchell, Ramya Walsan, Maryam Sina, Robyn Clay-Williams, Alexander Cardenas, Michelle Moscova, Dalal Baumgartner, Mashreka Sarwar, Johanna Westbrook, Elizabeth Manias, Natalie Taylor, Rebecca Lawton, Sabe Sabesan, Virginia Mumford, Tim Badgery-Parker, Deepak Bhonagiri, Craig Nelson, Wei Chua, Bradley Christian, Kate Churruca, Jeffrey Braithwaite

“…Integration of virtual and in person care across health systems is a priority to create and sustain healthy nations by improving access to services, along with healthcare experiences, efficiency, and outcomes. Our collaborative project between health services, agencies, consumers, and clinicians across Australia seeks to provide the required evidence and solutions to optimise the integration of virtual care in hospital outpatient settings Methods and analysis Our five-year project contains three embedded sub-studies that use a multi-method approach. …”
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Rethinking Macramé Instruction: A Mathematical Approach to Sustainable Cord Usage in Textile Education by Fatimatu Hajia Ibrahim, Boakye Antwi, Karim Azumah, Issah Mohammed Seini

“…Methodology/Design: Research suggests that traditional Macramé teaching methods have remained largely unchanged, often relying on estimation and trial-and-error techniques for determining cord lengths. …”
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Correspondence distribution over a network in designing public urban passenger transportation tasks by A. I. Fadeev, A. M. Iliankov, V. V. Ukaderov

“…Materials and methods. The article presents a multi-criteria mathematical model of transportation design, according to which the tasks have been solved by distributing (limited or unlimited) transport resources between the permissible routes of the transport network in accordance with a variety of efficiency criteria, which can be the subject to appropriate restrictions. …”
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Process Variation in Liver, Kidney, and Pancreas Transplantation: A Multicenter Evaluation From the Consortium for the Holistic Assessment of Risk in Transplant by Alexandra T. Strauss, MD, PhD, MIE, Juan Carlos Caicedo, MD, Whitney Welsh, PhD, Rhiannon Deierhoi Reed, PhD, Elisa J. Gordon, PhD, David Taber, PharmD, Yue Harn Ng, MD, Katie Ross-Driscoll, PhD, Jesse D. Schold, PhD, Marina Serper, MD, Andrew Olson, MPP, Jessica L. Harding, PhD, Andrew Adams, PhD, Allan D. Kirk, MD, Lisa M. McElroy, MD

“…Additionally, screening of referred patients for transplant evaluation varied across centers related to screening method, screening timing/attempts, and who determines eligibility. …”
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Cost-effectiveness analysis of switching from a bivalent to a nonavalent HPV vaccination programme in China: a modelling studyResearch in context by Meng Gao, Shangying Hu, Xuelian Zhao, Tingting You, Yuting Hong, Yang Liu, Youlin Qiao, Mark Jit, Fanghui Zhao, Chen Wang

“…We adopted a societal perspective and determined optimal strategies using cost-effectiveness efficiency frontiers. …”
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Scattering of Sound Waves in Two Stepped Non-uniformly Lined Duct by Ayşe TIRYAKIOGLU, Ahmet DEMIR

“…Then we determine scattering matrices of the problem and we state the total transmitted field by using generalized scattering matrix method. …”
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Parallel CUDA-Based Optimization of the Intersection Calculation Process in the Greiner–Hormann Algorithm by Jiwei Zuo, Junfu Fan, Kuan Li, Qingyun Liu, Yuke Zhou, Yi Zhang

“…This shows that the design method in this paper can effectively improve the operating efficiency of the polygon overlay analysis algorithm in the current large-scale data context.…”
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Monitoring of polymer viscosity by simultaneous ultrasonic and rheological measurements at high and varying temperatures by Nesrine Houhat, Thibaut Devaux, Samuel Callé, Laksana Saengdee, Séverine Boucaud Gauchet, François Vander Meulen

“…This method allows us to measure the ultrasonic and rheological properties of a sample, simultaneously and in real-time. …”
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Additive Manufactured Multi-Material 3D metasurfaces for broadband achromatic electromagnetic focusing by Jiaqi Cai, Li Deng, Jiexin Lai, Shufang Li, Md Ashif Islam Oni, Shuvashis Dey, Yang Yang

“…To further improve the design efficiency, deep conditional generative adversarial network is introduced in this paper to quickly determine the structural parameters and realize the inverse design, which significantly improves the efficiency and accuracy of the metasurface structure design. …”
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