An Interpretable Dynamic Feature Search Methodology for Accelerating Computational Process of Control Rod Descent in Nuclear Reactors by Qingyu Huang, Cong Xiao, Wei Zeng, Le Xu, Jia Liu, Zhixin Pang, Yuanfeng Lin, Mengwei Zhao, Xiaobo Liu

“…Within the operational dynamics of a nuclear reactor, the customary approach involves modulating the reactor’s power output by means of control rod manipulation, which effectively alters the neutron density across the core. …”
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Solid Oxide Fuel Cell Voltage Prediction by a Data-Driven Approach by Hristo Ivanov Beloev, Stanislav Radikovich Saitov, Antonina Andreevna Filimonova, Natalia Dmitrievna Chichirova, Egor Sergeevich Mayorov, Oleg Evgenievich Babikov, Iliya Krastev Iliev

“…The application of ML models revealed a complex nonlinear relationship between the SOFC output voltage and the control parameters of the system. …”
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Macro-fungi mediated nanoparticles for sustainable agriculture: recent advancement and future strategies by Jibanjyoti Panda, Amilia Nongbet, Satya Kumar Avula, Debasis Nayak, Sarvesh Rustagi, Bibhu Prasad Panda, Yugal Kishore Mohanta

“…The use of nanotechnology in farming has the potential to increase the efficiency of inputs while simultaneously reducing the adverse effects on agroecosystems through the proper use of nanoparticles (NPs). …”
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Life Cycle Assessment of Methanol Production from Municipal Solid Waste: Environmental Comparison with Landfilling and Incineration by Cristiano Queiroz Cerqueira, Electo Eduardo Silva Lora, Lidiane La Picirelli de Souza, Márcio Montagnana Vicente Leme, Regina Mambeli Barros, Osvaldo José Venturini

“…Additionally, the process demonstrates high energy efficiency in electricity generation, achieving 80% of the output of incineration. …”
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Resilient dispatching optimization of power system driven by deep reinforcement learning model by Haifeng Zhang, Yifu Zhang, Jiajun Zhang, Xiangdong Meng, Jiazu Sun

“…Compared with traditional conventional scheduling methods, the system's operating cost is reduced by at least 10% under regular operation. …”
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INTRAOPERATIVE DYNAMICS OF OXYGEN BALANCE IN PATIENTS WITH INJURIES OF ABDOMINAL CAVITY ORGANS COMPLICTED BY ACUTE MASSIVE BLOOD LOSS by Pavel Vyacheslavovich Konokhov

“…Objective: to analyze the oxygen balance in patients with injuries of abdominal cavity organs and acute blood loss during the operation and arrest of bleeding.Material and methods: the study group included 50 patients (49 men and 1 woman, average age 33 (25,75; 44,5) years old) suffered from injuries of abdominal cavity organs complicated by acute massive blood loss requiring emergency surgical intervention. …”
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StApneaNet: A Deep Learning-Based Automatic Sleep Stage Adaptive Apnea Detection Network Using Single Channel EEG Signal by Suvasish Saha, Shaikh Anowarul Fattah, Mohammad Saquib

“…The whole trained network so built is capable of efficiently predicting apnea frames in the testing phase. …”
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Current Landscape and Future Directions Regarding Generative Large Language Models in Stroke Care: Scoping Review by XingCe Zhu, Wei Dai, Richard Evans, Xueyu Geng, Aruhan Mu, Zhiyong Liu

“…In total, 5 key challenges were identified from the included studies during the implementation of gLLM-based interventions: ensuring factual alignment, maintaining system robustness, enhancing interpretability, optimizing efficiency, and facilitating clinical adoption. …”
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Security-Constrained Multi-Stage Robust Dynamic Economic Dispatch with Bulk Storage by Li Dai, Renshi Ye, Dahai You, Xianggen Yin

“…Compared to the traditional SDDP algorithm and RDDP algorithm, the proposed RA-RDDP algorithm uses the inner relaxed approximation and outer approximation methods to approximate the upper and lower bounds of the future cost-to-go function, which overcomes the convergence issue of the traditional SDDP algorithm and solution efficiency of the RDDP algorithm. …”
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Identifying COVID-19-Infected Segments in Lung CT Scan Through Two Innovative Artificial Intelligence-Based Transformer Models by Zeinab Momeni pour, Ali Asghar Beheshti Shirazi

“…Conclusion: These improvements indicate that the proposed models exhibit superior efficiency and performance relative to existing methodologies. …”
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Structural dynamic response synthesis: A transformer-based time-series GAN approach by Sayed Ali Khodaei, Maryam Bitaraf

“…The model integrates a transformer architecture with an attention mechanism to capture complex temporal dependencies and employs a composite loss function that aligns generated outputs with real signals in both time and frequency domains. …”
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1.7 MV Tandem Accelerator Beam Tuning Optimization by JIANG Ran, LI Ailing, CUI Baoqun, TANG Bing, CHEN Haonan, WANG Yunfeng

“…The optimized beam transfer efficiency of 80% constitutes a substantial improvement over traditional manual methods, highlighting the algorithm’s efficacy in enhancing beam-tuning processes. …”
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Development of distributed arbitrary waveform high voltage pulse generator for controllable electroporation by LIU Yuanhao, LI Liuxia, LIU Yi, PENG Zihuang, GAO Yifan, LIN Fuchang

“…The pulse waveform is an important parameter affecting electroporation efficiency.PurposeThis study aims to propose a distributed arbitrary waveform high-voltage pulse generator composed of multiple standard pulse power modules to meet the needs of controllable electroporation.MethodsFirstly, based on full bridge inverter structure, the framework of the distributed generator with bipolar all solid state Marx topology was designed, and the basic working principle of the main circuit of standard module was elaborated. …”
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Sensitivity to Instruction Strategies in Motor Learning Is Predicted by Anterior–Posterior TMS Motor Thresholds by Michael L. Perrier, Kylee R. Graham, Jessica E. Vander Vaart, W. Richard Staines, Sean K. Meehan

“…<b>Objectives:</b> This study used controllable pulse parameter TMS (cTMS) to assess how AP-sensitive interneuron excitability interacts with explicit knowledge to influence motor learning. <b>Methods</b>: Seventy-two participants were grouped as AP-positive (n = 36) and AP-negative groups (n = 36) based on whether an AP threshold could be obtained before reaching maximal stimulator output. …”
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Enhanced surface emission in terahertz quantum cascade lasers using plasma layer assisted photonic crystal waveguides by Mingxi Chen, Mingxi Chen, Tsung-Tse Lin, Tsung-Tse Lin, Li Wang, Hideki Hirayama, Chiko Otani, Chiko Otani

“…Thus, new strategies are essential to advance the performance of surface-emitting THz QCLs.Methods:This study proposes a plasma-assisted photonic crystal waveguide design to improve surface emission efficiency in THz QCLs. …”
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Energy Management System Comparison Among Fuzzy Strategies by Julio C. Pena-Aguirre, Francisco J. Perez-Pinal, Yosafat J. Samano-Flores, Alejandro I. Barranco-Gutierrez, Gilberto Gonzalez Gomez, Tomas Serrano-Ramirez

“…The proposed EMS achieves the highest efficiency, up to a fuel cell average power output of 8.5 kW, an efficiency of 74.35%, and a state of charge (SoC) improvement of 34.25%. …”
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Invasiveness risk assessment of non-native fishes using the AS-ISK model in the rivers of the southern basin of the Caspian Sea by Hossein Rahmani, Seyed Daryoush Moghaddas

“…The area under curve was 100%, which shows an excellent output for the efficiency of the AS-ISK in the RA area. …”
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Development of energy converters in discrete ion-plasmodynamic installations with electronic control by A. S. Chipura, M. V. Dolgopolov, D. E. Ovchinnikov, A. V. Radenko, V. V. Radenko

“…The proposed electronically controlled plasma energy converter achieves a thermal output power of 8–25 kW and electrical power of 4–12 kW, surpassing conventional D-T systems in energy conversion efficiency (50 %). …”
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Experimental evaluation of mechanical heart support system based on viscous friction disc pump by A. M. Chernyavskiy, T. M. Ruzmatov, A. V. Fomichev, A. E. Medvedev, Yu. M. Prikhodko, V. M. Fomin, V. P. Fomichev, K. A. Lomanovich, A. M. Karaskov

“…Experimental evaluation of the viscous friction disk pump efficiency, studying the relationship between inter-disk clearance and sizes of input and output ports and pump performance parameters.Materials and methods. …”
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Electric drive vehicle based on sliding mode control technique using a 21-level asymmetrical inverter under different operating conditions by L. Djafer, R. Taleb, F. Mehedi, A. Aissa Bokhtache, T. Bessaad, F. Chabni, H. Saidi

“…Proved that, using a 21-asymmetric MLI to optimize the quality of the output voltage for improving the performance of the EV. …”
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