Theoretical and Experimental Study on Electromechanical Coupling Properties of Multihammer Synchronous Vibration System by Xin Lai, Wanjun Xie

“…Multihammer vibration system which consists of several hammers is a complex electromechanical system with complex electromechanical coupling. …”
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AGW-YOLO-Based UAV Remote Sensing Approach for Monitoring Levee Cracks by HU Weibo, ZHOU Shaoliang, ZHAO Erfeng, ZHAO Xueqiang

“…This mechanism groups the input feature maps by channels and applies average and max pooling operations in both the horizontal and vertical directions. …”
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Enhancing coastal bathymetric mapping with physics-informed recurrent neural networks synergizing Gaofen satellite imagery and ICESat-2 lidar data: A case in the South China Sea by Congshuang Xie, Siqi Zhang, Zhenhua Zhang, Peng Chen, Delu Pan

“…In addition, the inclusion of radiative transfer information in the band combination significantly improved the training accuracy of the model, with the average RMSE being 0.2 m lower and the average R2 improving by 3 % compared to results without physical information. …”
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Study on dispersion of abrasive particles in electro Fenton CMP slurry and design of green polishing fluid in neutral environment by Feng CHENG, Zirui WANG, Rui ZHU, Yongguang WANG, Yang PENG, Tianyu ZHANG, Dong ZHAO, Cheng FAN

“…ObjectivesIn the process of GaN ultra-precision polishing, diamond abrasives tend to agglomerate, leading to an increase in the average particle size of abrasives in the polishing slurry, which negatively impacts the surface precision of GaN. …”
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Artificial intelligence approach for estimating energy density of liquid metal batteries by Pouya Zakerabbasi, Sina Maghsoudy, Alireza Baghban, Sajjad Habibzadeh, Amin Esmaeili

“…Due to the multitude of affecting parameters within the system, traditional ways may not fully capture the complexity of LMBs. The artificial intelligence approach can be effectively applied to deal with low energy density issues. …”
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Effect of Coupled Wing Motion on the Aerodynamic Performance during Different Flight Stages of Pigeon by Yishi Shen, Yi Xu, Weimin Huang, Chengrui Shang, Qing Shi

“…During the leveling flight stage, the pigeon’s average lift becomes stable, ensuring a steady flight posture. …”
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Optimizing sustainability: information aggregation in smart factories for energy efficiency enhancement by Mohd Anjum, Naoufel Kraiem, Hong Min, Yousef Ibrahim Daradkeh, Ashit Kumar Dutta, Sana Shahab

“…However, identifying optimal energy-saving solutions is challenging due to the inherent uncertainty and complexity in decision-making. This study addresses these challenges by proposing a multi-criteria decision-making (MCDM) framework that leverages intuitionistic fuzzy sets (IFSs) to manage ambiguity in the evaluation process. …”
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Characterization of Driver Dynamic Visual Perception Under Different Road Linearity Conditions by Zhenxiang Hao, Jianping Hu, Jin Ran, Xiaohui Sun, Yuhang Zheng, Chengzhang Li

“…The results show that different road sections had significant effects on drivers’ visual tasks: the longest average fixation duration was found in the straight road section, the largest pupil diameter was found in the curved road section, and the highest saccade amplitude was found in the downhill road section, reflecting the influence of the complexity of the driving task on the cognitive load. …”
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In-vivo biological activity and glycosylation analysis of a biosimilar recombinant human follicle-stimulating hormone product (Bemfola) compared with its reference medicinal produc... by Renato Mastrangeli, Abhijeet Satwekar, Francesca Cutillo, Cinzia Ciampolillo, Wolf Palinsky, Salvatore Longobardi

“…Although biosimilar versions of r-hFSH (follitropin alfa) are currently on the market, given their structural complexity and manufacturing process, it is important to thoroughly evaluate them in comparison with the reference product. …”
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Disparities in infertility workup costs across the United States by Naveena R. Daram, M.D., Malika L. Day, M.S., Rose A. Maxwell, Ph.D., Meghan C. Ozcan, M.D.

“…Conclusion(s): The study highlights significant regional cost disparities in infertility care, emphasizing complexities of access and affordability in the United States. …”
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Smokeless tobacco excise taxes in the US: Standardizing the measurement for empirical analysis by Yanyun He, Zezhong Zhang, Qian Yang, Ce Shang

“…The scarcity of SLT literature is partially due to the complexities of SLT taxes and the lack of standardized taxes. …”
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International trade market forecasting and decision-making system: multimodal data fusion under meta-learning by Yiming Bai, Muhammad Asif

“…This study introduces a meta-learning-based (MLB) multimodal data fusion approach to optimize feature extraction and fusion strategies, addressing the complexity and heterogeneity inherent in international trade market data. …”
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Defense against Adversarial Attacks in Image Recognition Based on Multilayer Filters by Mingde Wang, Zhijing Liu

“…However, these methods face issues of computational complexity and limited adaptability. We propose a multilayer filter defense model, drawing inspiration from filter-based image denoising techniques. …”
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Dynamic weighted ensemble model for predictive optimization in green sand casting: Advancing industry 4.0 manufacturing by Rajesh V․ Rajkolhe, Dr. Sanjay S․ Bhagwat, Dr. Priyanka V․ Deshmukh

“…This research presents an enhanced predictive model for green sand casting, designed to tackle the nonlinear complexities arising from interdependent process parameters. …”
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The initiation of the second-step intradisciplinary tumor board discussion and its impact on treatment decision. Retrospective data analysis of 12 years’ experience in a tertiary o... by László Csaba Mangel, Erika Kövér, Balázs Pécsi, Imre Boncz

“…The average percentage of minor, moderate and major modifications were 2.28, 6.4 and 8.92%, respectively, implying a remarkably high modification rate of the primary recommendations.ConclusionConsidering the growing complexity and multiplicity of oncology care, regular OTT board meetings can increase the accuracy of MDT’s work and treatment decisions without any overwork of the related disciplines and can also serve as an additive/alternative teamwork forum in the adjuvant, multiple line, and palliative care settings.…”
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A growth posture identification method of immature peaches in natural environments by Jidong Lv, Liangliang Niu, Ying Han, Xiaoqin Sun, Lingyun Wang, Hailong Rong, Ling Zou

“…The network models employed in single detection algorithms exhibit complexity and pose challenges for deployment on mobile terminals as they heavily rely on the availability of labeled samples. …”
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Designing of a multiepitope-based vaccine against echinococcosis utilizing the potent Ag5 antigen: Immunoinformatics and simulation approaches. by Rehana Parvin, Md Habib Ullah Masum, Homaira Pervin Heema, Aklima Akter, Mohammad Alamgir Hossain, A M A M Zonaed Siddiki

“…Following codon optimization and in silico cloning, the vaccine was successfully expressed (CAI value of 0.9607 and average GC content of 52.34%) after being inserted into the pET-28a (+) plasmid of E. coli. …”
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A Multi-Encoder BHTP Autoencoder for Robust Lithium Battery SOH Prediction Under Small-Sample Scenarios by Chang Liu, Shunli Wang, Zhiqiang Ma, Siyuan Guo, Yixiong Qin

“…Compared with other models, our method reduces the RMSE by 0.004 and the MAE by 0.003 on average. In addition, ablation experiments show that the addition of the multi-encoder structure and the BHTP module improves the RMSE and MAE by 0.008 and 0.007 on average, respectively. …”
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3-D Range Imaging Using Stripe-Like Illumination and SPAD-Based Pulsed TOF Techniques by Lauri Hallman, Sahba Jahromi, Jussi-Pekka Jansson, Pekka Keranen, Juha Kostamovaara

“…Contrary to conventional flood illumination, the suggested system uses sequentially scanned illumination stripes to increase the irradiance under the measured field of view and to reduce the receiver complexity. At equal average illumination power levels this approach increases the signal-to-noise ratio in the receiver enabling thus longer range and/or better performance in high background illumination conditions, albeit at the cost of lower transversal resolution. …”
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Stiffness Regulation of Cable-Driven Redundant Manipulators Through Combined Optimization of Configuration and Cable Tension by Zhuo Liang, Pengkun Quan, Shichun Di

“…The combined optimization method achieves a maximum RSR of 17.78 and an average RSR of 12.60 compared to configuration optimization, and a maximum RSR of 1.37 and an average RSR of 1.10 compared to tension optimization, demonstrating a broader stiffness regulation range.…”
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