RFSoC Modulation Classification With Streaming CNN: Data Set Generation & Quantized-Aware Training by Andrew Maclellan, Louise H. Crockett, Robert W. Stewart

“…We also present a method for creating Deep Learning (DL) data sets for wireless communications, incorporating the RFSoC into the data generation loop. Furthermore, we explore quantised-aware training, producing three modulation classification models with different fixed-point weight precisions (16-bit, 8-bit, and 4-bit). …”
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A Detailed Thermal Analysis for Performance Improvement of Axial Transverse-flux-switching PM Wind Turbine Generator by A. Ghaheri, A. Zarghani, E. Afjei, H. Torkaman

“…The efficiency of energy conversion from mechanical to electrical in AC generators is not entirely optimal, as power losses are converted into heat. …”
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Techno-economic optimization of hybrid renewable energy system for islands application by Mohammad Toudefallah, Panagiotis Stathopoulos

“…The primary reason for this discrepancy is the volatile nature of demand and power generation on Tilos Island. The analysis further indicates that the differences between minute-by-minute and hourly optimization diminish as the volatility of the input data to the algorithm decreases.…”
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The use of Different Schemes of Antiviral Therapy of Acute Respiratory Viral Infection in Children by A. L. Zaplatnikov, E. G. Kondyurina, T. N. Elkina, O. A. Gribanova, N. I. Pirozhkova, G. A. Mingalimova, I. O. Tyuleneva

“…A new group 2 (n=85) was generated out of these groups for further analysis. …”
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Comparing Lecturers and Students Attitude towards the Role of Generative Artificial Intelligence Systems in Foreign Language Teaching and Learning by Mahrous Alkolaly, Hanan Hatamleh, Nidal Al-Shamali, Mohamad Khasawneh, Mohammad Tashtoush

“… This paper investigated the difference in the opinions of lecturers and students on the use of generative AI (GenAI) systems in teaching and learning a foreign language. …”
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Diagnoses of postpartum urinary retention using next-generation non-piezo ultrasound technology: assessing the accuracy and benefits by Ruben Plöger, Charlotte Behning, Adeline Walter, Ulrich Gembruch, Brigitte Strizek, Florian Recker

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Impact Loading Rate Measuring with Different Heel Shoe Design for Transtibial Amputation by Hamza Abbas

“…A human amputee adult male participated in evaluating the model by walking in 15 different heel designs. …”
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An efficient multi-key BFV fully homomorphic encryption scheme with optimized relinearization by Sai Hu, Ruwei Huang, Liang Zhou

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Experimental Verification of Optimized Multiscroll Chaotic Oscillators Based on Irregular Saturated Functions by J. M. Muñoz-Pacheco, D. K. Guevara-Flores, O. G. Félix-Beltrán, E. Tlelo-Cuautle, J. E. Barradas-Guevara, C. K. Volos

“…Multiscroll chaotic attractors generated by irregular saturated nonlinear functions with optimized positive Lyapunov exponent are designed and implemented. …”
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Comparative analysis and optimal allocation of virtual inertia from grid‐forming and grid‐following controlled ESSs by Naixuan Zhu, Pengfei Hu, Chongxi Jiang, Yanxue Yu, Daozhuo Jiang

“…Based on H2‐norm and Kron reduction, firstly, the state‐space model of post‐disturbance system is established, together with the transient performance evaluation. Then the inertia characteristics of both grid‐forming and grid‐following devices are formulated, followed by the unified gradient descent optimization method for allocating virtual inertia. …”
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The Modified Sparrow Search Algorithm with Brown Motion and Levy Flight Strategy for the Class Integration Test Order Generation Problem by Chongyang Jiao, Qinglei Zhou, Wenning Zhang, Chunyan Zhang

“…Using the overall stubbing complexity as a fitness function to evaluate different class test sequences, experiments are conducted on open-source Java systems, and the experimental results demonstrate that the MSSA generates test orders with lower stubbing cost in a shorter time than other novel intelligent algorithms. …”
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Does the free trade zone strategy promote urban low-carbon transformation? Experimental evidence from China by Junkai Sun, Xin Fang, Xinyue Gao, Guilin Dai

“…Based on adequate theoretical foundation, this paper evaluates the environmental effect of the FTZ strategy by using the spatial staggered difference-in-differences method (SDID) with the data of 270 cities in China from 2007 to 2019. …”
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Analysis of the Impact of Speed Trajectory Optimization on Energy Consumption During Highway Merging by Liyue Yang, Dohyun Park, Shaowen Lyu, Tacksu Kim, Namwook Kim

“…Powertrain loss is reduced by 52.4 % and is the largest factor affecting overall energy consumption. To expend under different traffic demands, energy-optimal speed trajectories were obtained for different merging times. …”
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Optimal Ranking of Compost Facilities that Can Be Established in Çorum with COPRAS and MAIRCA Methods by Sinan Dündar, Hüdaverdi Bircan, Hasan Eleroğlu

“…It is important to encourage efforts for compost production, especially in terms of both disposal and economic evaluation of wastes generated in animal production farms. …”
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Pseudorandom Number Generator Based on Three Kinds of Four-Wing Memristive Hyperchaotic System and Its Application in Image Encryption by Xi Chen, Shuai Qian, Fei Yu, Zinan Zhang, Hui Shen, Yuanyuan Huang, Shuo Cai, Zelin Deng, Yi Li, Sichun Du

“…In this paper, we propose a method to design the pseudorandom number generator (PRNG) using three kinds of four-wing memristive hyperchaotic systems (FWMHSs) with different dimensions as multientropy sources. …”
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Parametric Analysis of Outrigger Systems for High-Rise Buildings with Different Geometric Shapes by Giulia Angelucci, Edoardo Cecca, Fabrizio Mollaioli

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Comprehensive Modification Technology of Involute Spur Gear Based on Optimal Transmission Performance by Guopeng Zhang, Xueyi Li, Ningning Wang, Qingliang Zeng, Xiao Shen

“…Changing modification parameters can control transmission performance of gear unit, which can generate many different modification ways. Besides, based on the orthogonal experiment method and evaluation methodology, optimal modification ways can be chosen for gear pairs working in different conditions. …”
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Optimizing Space Heating in Buildings: A Deep Learning Approach for Energy Efficiency by Fernando Almeida, Mauro Castelli, Nadine Corte-Real, Luca Manzoni

“…It aims to enhance heating efficiency by developing predictive models for building temperature and heating consumption, evaluating the effectiveness of different deep learning architectures, and analyzing the impact of model-driven heating optimization on energy savings and occupant comfort. …”
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Research on process optimization and trajectory planning of EA4T axle robot grinding by Feng ZHANG, Zhongli FENG, Feng XU, Deming ZHANG, Xiangrui ZENG, Jianwei MA, Shilei ZHANG

“…Then, by calculating the entropy of each index to determine the weight coefficient, the surface roughness and material removal depth in the experimental results of each group are converted into comprehensive score values for evaluation. The optimal grinding process parameter combination with minimum surface roughness and material removal depth is obtained through comprehensive score range analysis. …”
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AI-Driven Optimization of Breakwater Design: Predicting Wave Reflection and Structural Dimensions by Mohammed Loukili, Soufiane El Moumni, Kamila Kotrasova

“…Further, the objective is to achieve controlled wave reflection allowing a specific wave run-up and optimized energy dissipation, while ensuring maritime stability. …”
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