Layer‐Level Adaptive Gradient Perturbation Protecting Deep Learning Based on Differential Privacy by Zhang Xiangfei, Zhang Qingchen, Jiang Liming

“…The adjustment magnitude depends on the training iterations and is automatically determined based on the iteration count. This dynamic allocation provides a simple process for adjusting privacy budgets, alleviating the burden on users to tweak parameters and ensuring that privacy preservation strategies align with training progress. …”
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Intensive study, tuning and modification of reactive routing approach to improve flat FANET performance in data collection scenario by Basma M. Mohammad El-Basioni

“…The approaches followed to address this issue include designing from scratch a routing protocol specific to FANET or modifying the existing protocols. …”
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Integrating SAR-ADC in GaN-Based Totem Pole PFC: A Step Toward Smart Power Conversion by Xu Cheng

“…This lets the converter’s operating parameters alter dynamically. Using a Proportional-Integral (PI) approach, a novel control algorithm has been created to optimize the duty cycle and switching frequency consistent with the instantaneous power needs. …”
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Research on Microscale Vehicle Logo Detection Based on Real-Time DEtection TRansformer (RT-DETR) by Meiting Jin, Junxing Zhang

“…Vehicle logo detection (VLD) is a critical component of intelligent transportation systems (ITS), particularly for vehicle identification and management in dynamic traffic environments. However, traditional object detection methods are often constrained by image resolution, with vehicle logos in existing datasets typically measuring 32 × 32 pixels. …”
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Ethical practice in participant-centred linguistic research by Atkins Sarah, Mackenzie Jai, Jones Lucy

“…Close attention must be paid to power dynamics within the research setting. Ultimately, we argue that the human interactions and relationships involved in PCLR mean research may inevitably be somewhat unpredictable; researchers therefore need an understanding of the ethical parameters of their practice to navigate these complexities.…”
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Temporal Differences of Urban-Rural Human Biometeorological Factors for Planning and Tourism in Szeged, Hungary by Ronja Vitt, Ágnes Gulyás, Andreas Matzarakis

“…Heat load and cold stress can provoke annoyance and even health issues. These climatic situations should be avoided by tourists and locals to prevent negative experiences. …”
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Electronic Structure of Strongly Correlated Systems by V. N. Antonov, L. V. Bekenov, A. N. Yaresko

“…The diverse phenomena include strong spin and orbital fluctuations, incoherence of charge dynamics, and phase transitions under control of key parameters such as band filling, bandwidth, and dimensionality. …”
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Performance Analysis of a TDMA-based Wireless Sensor Networks Protocol with Cognitive Radio Capabilities by Israel Leyva Mayorga, Mario E. Rivero Ángeles, Chadwick Carreto Arellano, Vicent Pla

“…This is achieved by sensing the channel and identifying vacant bands to make use of them dynamically. In this paper, the WISPER protocol is studied, which is a WSN protocol capable of performing both, continuous monitoring (CntM) and event driven detection (EDD) duties by implementing a singleband CR scheme in order to identify the operational parameters that enhance both, energy consumption and data transmission in highly saturated environments. …”
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Non-end-to-end adaptive graph learning for multi-scale temporal traffic flow prediction. by Kang Xu, Bin Pan, MingXin Zhang, Xuan Zhang, XiaoYu Hou, JingXian Yu, ZhiZhu Lu, Xiao Zeng, QingQing Jia

“…To address these issues, this paper proposes a non-end-to-end adaptive graph learning algorithm capable of effectively capturing complex dependencies. …”
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Advancements and future prospects in the fundamental theories of rock blasting research Ⅲ—Interaction mechanism between blast waves and cracks by Peng XU, Renshu YANG, Cheng CHEN, Chenxi DING, Yanbing WANG

“…The research results provide theoretical guidance for optimizing parameters, such as blasting hole spacing and delay time, and achieving fine control of blast induced crack propagation.…”
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An improved ShuffleNetV2 method based on ensemble self-distillation for tomato leaf diseases recognition by Shuiping Ni, Yue Jia, Mingfu Zhu, Mingfu Zhu, Yizhe Zhang, Wendi Wang, Shangxin Liu, Yawei Chen

“…While large deep learning models can achieve high-precision disease recognition, these models often have a large number of parameters, making them difficult to deploy on edge devices. …”
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A Comprehensive Review of Crop Chlorophyll Mapping Using Remote Sensing Approaches: Achievements, Limitations, and Future Perspectives by Xuan Li, Bingxue Zhu, Sijia Li, Lushi Liu, Kaishan Song, Jiping Liu

“…Accurate and rapid estimation of canopy chlorophyll content is crucial for assessing vegetation dynamics, ecological changes, and growth patterns. …”
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The technique for approximation of three-dimensional surfaces in order to synthesize algorithms for preventing aircraft collisions with obstacles by A. V. Vorobyev, A. M. Lelikov, V. V. Stryy

“…When synthesizing algorithms for preventing collisions of aircraft with obstacles, the need to take into account not only the parameters of the constraint surfaces and dynamic characteristics of aircraft, but also the accuracy characteristics of data sources about their position is noted. …”
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Design and Numerical Simulation of a Device for Film–Soil Vibrating Conveying and Separation Based on DEM–MBD Coupling by Shilong Shen, Jiaxi Zhang, Hu Zhang, Yongxin Jiang, Xin Zhou, Yichao Wang, Xuanfeng Liu, Haichun Zhang

“…To address the issue of poor film–soil separation in traditional subsoil residual film recovery machines, which leads to recovered film containing excessive soil, a film–soil conveying and separation device was designed. …”
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Iron deficiency in the practice of a gynecologist: therapeutic efficacy by E. M. Dzhobava, I. G. Knysheva, D. P. Artizanova

“…A significant increase in ferrokinetic parameters was found in all patient groups. The most significant and clinically important dynamics was noted for serum iron level and TIBC. …”
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Design-Oriented transient stability analysis of LCC-HVDC inverter with DC voltage control under grid fault by Zhiwei Lei, Junpeng Ma, Shunliang Wang, Ning Jiao, Tianqi Liu, Ruiting Xu

“…To address the above issues, the phase portraits analysis method is developed to depict the dynamics of SCF during grid faults. …”
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Research on the simulation methods and shock resistance performance of energy absorbing columns in rockburst roadway supports by Dong An, Jinying Fan, Yimin Song, Hailiang Xu

“…Abstract For the rockburst prevention issue of hydraulic supports in tunnel roadways, a structural design was introduced that adds energy-absorbing components to the hydraulic prop. …”
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A Lightweight Detection Method for Meretrix Based on an Improved YOLOv8 Algorithm by Zhongxu Tian, Sifan Hou, Xiaoxue Yue, Xuewen Hu

“…Experimental results on a custom clam dataset demonstrate that, compared to the original YOLOv8 model, the proposed method reduces the number of parameters by 22.75% and computational demand by 18.52%, while slightly improving detection accuracy. …”
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Upgrading Air Distribution System in the Thermal Units for Fish and Meat Products Aiming at Improving Efficiency of Heat-exchange Processes by Nina Usatenko, Sergii Verbytskyi

“…The issue of the equivalence of the physical parameters of the working medium in the heat-treatment zone of fish and meat products is solved by organizing uniform high-speed fields of the working medium in the working area, which is ensured by the corresponding design. …”
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MACHINE LEARNING FOR CONCRETE SUSTAINABILITY IMPROVEMENT: SMART FLEET MANAGEMENT by Coralia TANASUICA (ZOTIC), Mihai Daniel ROMAN

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