Identification Research of Trichagalma Glabrosa Insect Gall Pests Based on YOLOv5s by Tianpeng Zhang, Wei Wang

“…A total of 6090 images of insect gall pests under opposite light, back light, and complex backgrounds were constructed, which were divided into a training set and a test set with a ratio of 7 : 3. …”
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Air Defense Efficiency Analysis of “Detecting, Guiding, Interfering and Damaging” Multi-Functional Directed Energy Weapons by Wu Taotao, He Miao, Xia Liangbin, Wang Qian, A Jingye

“…After the air defense operational scenario of typical point is constructed, this research carries out combat simulations with the multi-agent modeling method of simulation software, comparing and analyzing the anti-UAV swarms combat effectiveness of three different equipment systems, namely “air defense missiles”“air defense missiles + single-functional directed energy weapons” and “air defense missiles + multi-functional directed energy weapons”. …”
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Fault Diagnosis for Hydraulic Servo System Using Compressed Random Subspace Based ReliefF by Yu Ding, Fei Wang, Zhen-ya Wang, Wen-jin Zhang

“…To demonstrate the effectiveness of the proposed CRSR method, a hydraulic servo system joint simulation model is constructed by HyPneu and Simulink, and three fault modes are injected to generate the validation data.…”
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Inferring regulatory networks by combining perturbation screens and steady state gene expression profiles. by Ali Shojaie, Alexandra Jauhiainen, Michael Kallitsis, George Michailidis

“…Data obtained from experiments that perturb genes by knockouts or RNA interference contain useful information for addressing this reconstruction problem. …”
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From denazification to the Golden Billion: an inductive analysis of the Kremlin’s weaponisation of digital diplomacy on Telegram by Tom Willaert, Marc Tuters

“…In light of these questions, we find that the Kremlin’s diplomatic Telegram channels form a coordinated communications network purposely constructed in response to the war. Furthermore, this network connects to known sources of pro-Kremlin disinformation on Telegram, and circulates vernacular concepts and propaganda narratives aimed at undermining Western support for Ukraine. …”
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Behavioural strategy: Adaptability context by Piórkowska Katarzyna

“…The paper is embedded in the following fields: strategic management in terms of behavioural strategy concept, adaptability construct, and micro-foundations realm as well as organizational theory and psychology. …”
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A Side-Scan Sonar Seabed Target Detection Algorithm Based on YOLOv8-RDE by Haoming Ji, Daqi Zhu, Mingzhi Chen

“…Finally, we linearly blend the target image with the seabed background image to construct a new dataset. This significantly enhances the model’s detection capability under complex seabed interference. …”
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Improved non-singular fast terminal sliding mode PMSM control strategy. by Jingbin Yan, Haoxuan Hu

“…First, a new type of non-singular fast terminal sliding-mode surface was constructed according to a surface-mounted PMSM, which avoids singular phenomena in the system. …”
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Fault Diagnosis for Rolling Bearings Under Complex Working Conditions Based on Domain-Conditioned Adaptation by Xu Zhang, Gaoquan Gu

“…The approach first constructs a multi-scale self-calibrating convolutional neural network to aggregate input signals across different scales, adaptively establishing long-range spatial and inter-channel dependencies at each spatial location, thereby enhancing feature modeling under noisy conditions. …”
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Control optimization for permanent magnet synchronous generators in multi-source power systems by LI Lingyun, LIU Weizhi, WANG Yongxiang, LIU Yang

“…Additionally, three voltage controller models—proportional-integral (PI), fractional-order super-twisting sliding mode, and fuzzy fractional-order super-twisting sliding mode—were constructed using MATLAB/Simulink for comparative analysis and verification through simulations. …”
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Microplastics in Stormwater: Sampling and Methodology Challenges by Andres Sanchez Garcia, Huayun Zhou, Cesar Gomez-Avila, Tariq Hussain, Aryan Roghani, Danny Reible, Balaji Anandha Rao

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Research on the Impact of Deep Sea Offshore Wind Farms on Maritime Safety by Wenbo Yu, Jian Liu, Pengcheng Yan, Xiaobin Jiang

“…The results of the research show that the construction of wind farms increases traffic density, interferes with traditional shipping routes, and consequently increases the risk of collisions. …”
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Sequence Control Mechanism for the Handover of Distribution Networks Under Disaster Recovery by Cheng Long, Jian Zhang, Hua Zhang, Xing Liu, Yiwen Gao, Xueneng Su, Shilong Li

“…Then, a family of control sequences is constructed based on the trace function in the finite field. …”
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Investigation of the Computational Framework of Leading-Edge Erosion for Wind Turbine Blades by Hongyu Wang, Bin Chen

“…However, constructing a three-dimensional erosion model remains a challenge due to the uncertainty in external natural environmental factors. …”
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Loosely Coupled PPP/Inertial/LiDAR Simultaneous Localization and Mapping (SLAM) Based on Graph Optimization by Baoxiang Zhang, Cheng Yang, Guorui Xiao, Peigong Li, Zhengyang Xiao, Haopeng Wei, Jialin Liu

“…Then, the PPP factor and anchor factor were constructed using PPP information. Finally, the global localization is estimated accurately and robustly based on the factor graph. …”
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Advanced Dense Text Detection in Graded Examinations Leveraging Chinese Character Components by Renyuan Liu, Yunyu Shi, Xian Tang, Xiang Liu

“…The above improvements comprehensively improve the performance of the network in detecting and segmenting the mini-components and subtle strokes of handwritten Chinese characters; The CEE model was tested on the self-constructed dataset with an accuracy of 84.6% and a mini-component mAP of 77.6%, which is an improvement of 7.4% and 8.4%, respectively, compared to the original model; The constructed dataset and improved model are well suited for applications such as writing grade examinations, and represent an important exploration of the development of educational intelligence.…”
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Metareflection of Corruption Practices: Intersection of Discursive Matrices and International Communication by Наталія Василівна Лікарчук

“…The interdisciplinary methodology use enables the identification of latent mechanisms in constructing the meanings of corruption in media and political spaces. …”
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Development and Validation of the Keele Musculoskeletal Patient Reported Outcome Measure (MSK-PROM). by Jonathan C Hill, Elaine Thomas, Susan Hill, Nadine E Foster, Danielle A van der Windt

“…The tool demonstrated excellent reliability, construct validity, responsiveness and acceptability to patients and clinicians for use in clinical practice.…”
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Spatially controlled multicellular differentiation of stem cells using triple factor-releasing metal–organic framework-coated nanoline arrays by Yeon-Woo Cho, Min-Ji Kang, Joon-Ha Park, Yun-Sik Eom, Tae-Hyung Kim

“…The sustained release patterned array holds potential for constructing advanced therapeutic and disease state in vitro cellular models.…”
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A Novel Few-Shot Learning Framework Based on Diffusion Models for High-Accuracy Sunflower Disease Detection and Classification by Huachen Zhou, Weixia Li, Pei Li, Yifei Xu, Lin Zhang, Xingyu Zhou, Zihan Zhao, Enqi Li, Chunli Lv

“…By integrating the high-quality feature generation capabilities of diffusion models with the feature extraction advantages of few-shot learning, an end-to-end framework for disease detection has been constructed. The experimental results demonstrate that the proposed method achieves outstanding performance in disease detection tasks. …”
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