A Multi-Scale Fusion Convolutional Network for Time-Series Silicon Prediction in Blast Furnaces by Qiancheng Hao, Wenjing Liu, Wenze Gao, Xianpeng Wang

“…The first scale utilizes a Convolutional Block Attention Module, which captures local temporal dependencies by focusing on the most relevant features across adjacent time steps. …”
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Reaction Gas Pressure, Temperature, and Membrane Water Content Modulate Electrochemical Process of a PEMFC: A Simulation Study by Bin Xia, Pengyan Guo, Xinjing Wei, Hehui Zong

“…The effect of various factors on the dynamic output of a 60 kW PEMFC was explored through dynamic simulations. …”
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Efficient reconfigurable regions management method for adaptive and dynamic FPGA based systems by Marwa Hannachi, Abdesslam B. Abdelali, Hassan Rabah, Abdellatif Mtibaa

“…It permits to efficiently handle the reconfigurable area and to relocate the reconfigurable modules in different possible regions. The implementation results for the considered application show an important optimization in terms of configuration time (until 66 %) and memory storage (until 87 %) and an efficient hardware resources utilization rate (until 90%). …”
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The influence of MK-801, glutamate and glycine via the modulation of N-methyl-D-aspartate receptors on isolated rat heart by N. S. Govorushkina, S. B. Bolevich, V. Jakovlevich, B. I. Tachieva, S. S. Bolevich, A. S. Orlova, M. A. Fokina, A. B. Saltykov, E. M. Morozova, N. V. Samburova, M. N. Vukolova, E. B. Tezikov

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CrackNet: A Hybrid Model for Crack Segmentation with Dynamic Loss Function by Yawen Fan, Zhengkai Hu, Qinxin Li, Yang Sun, Jianxin Chen, Quan Zhou

“…On the decoder side, an attention-based skip connection strategy and a mixed up-sampling module are implemented to restore detailed information. …”
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Application of Improved YOLOv8 Image Model in Urban Manhole Cover Defect Management and Detection: Case Study by Yanqiong Ding, Baojiang Han, Hua Jiang, Hao Hu, Lei Xue, Jiasen Weng, Zhili Tang, Yuzhang Liu

“…An innovative foreground attention module is introduced to adaptively enhance the features of manhole cover defects, improving the model’s ability to identify defects of various scales. …”
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MDPruner: Meta-Learning Driven Dynamic Filter Pruning for Efficient Object Detection by Lingyun Zhou, Xiaoyong Liu

“…The rationale behind our approach is straightforward: for intricate images, we designate a lesser pruning rate to uphold detection accuracy, while for less complicated images, we apply a higher pruning rate to compress the model effectually and economize computational assets - thus, striking an ideal equilibrium between compression proficiency and performance sustenance. …”
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Dynamic Graph Neural Network for Garbage Classification Based on Multimodal Feature Fusion by Yuhang Yang, Yuanqing Luo, Yingyu Yang, Shuang Kang

“…Additionally, hyperparameter studies indicate that the model attains optimal performance with a learning rate of 2 × 10⁻⁴, a dropout rate of 0.3, an initial neighbor count of 20, and 8 attention heads.…”
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Dynamic Aerial Small Target Detection Algorithm Based on Compound Zoom Scaling by Jiang Yuan, Zhu Gaofeng, Zhu Fenghua, Xiong Gang

“…Additionally, an attention mechanism is integ-rated to effectively capture contextual details of targets with varying scales, orientations, and shapes by leveraging the hierarchical connections of the C2f module, and parallel network is further utilized to enhance interactive modeling of small-target positional information. …”
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Determination of Fast-Moving Objects’ Speed and Range with Linear Frequency Modulation Continuous Wave Radar Using Autocorrelation Scheme by N. V. Sokolik

“…Development of an algorithm for estimating the range and the speed of targets by an autocorrelation radar with a wide-band continuous linear frequency modulation (linear FM) signal in order to increase the rate of the ADAS system estimates formation.Materials and methods. …”
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Single-cell analysis reveals antibiotic affects conjugative transfer by modulating bacterial growth rather than conjugation efficiency by Li Liu, Qiang-hong Zhang, Meng-zi Li, Rui-tong Li, Zhiming He, Arnaud Dechesne, Barth F. Smets, Guo-ping. Sheng

“…Synopsis: This study employs single-cell analysis to reveal that subinhibitory concentrations of antibiotics affect the conjugative transfer of antibiotic resistance genes by modulating bacterial growth rate rather than conjugation efficiency.…”
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Coordinate regulation of G protein signaling via dynamic interactions of receptor and GAP. by Marc Turcotte, Wei Tang, Elliott M Ross

“…Signal output from receptor-G-protein-effector modules is a dynamic function of the nucleotide exchange activity of the receptor, the GTPase-accelerating activity of GTPase-activating proteins (GAPs), and their interactions. …”
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Toward a storage ring coherent light source based on an angular dispersion-induced microbunching scheme by Changliang Li, Bocheng Jiang, Chao Feng, Qiang Gu, Zhenghe Bai, Weishi Wan, Qinglei Zhang, Kun Wang

“…Rep. (2022), 12, 3325]. The modulation–demodulation section is inserted into a long straight section of the storage ring instead of a bypass line, which poses great challenges for the optimization of the nonlinear dynamics of the storage ring. …”
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Mitigating Selection Bias in Recommendation Systems Through Sentiment Analysis and Dynamic Debiasing by Fan Zhang, Wenjie Luo, Xiudan Yang

“…To this end, we have developed a sentiment analysis module aimed at eliminating discrepancies between reviews and ratings, providing accurate sentiment scores, extracting users’ true opinions, and reducing sentiment bias. …”
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Sustainability and Environmental Performance in Selective Collection of Residual Materials: Impact of Modulating Citizen Participation Through Policy and Incentive Implementation by Laurie Fontaine, Robert Legros, Jean-Marc Frayret

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Leveraging Deep Learning and Internet of Things for Dynamic Construction Site Risk Management by Li-Wei Lung, Yu-Ren Wang, Yung-Sung Chen

“…Key innovations, such as perspective projection coordinate transformation (PPCT) and the security assessment block module (SABM), further enhance hazard detection and warning generation accuracy and reliability. …”
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Excitatory-inhibitory homeostasis and bifurcation control in the Wilson-Cowan model of cortical dynamics. by Francisco Páscoa Dos Santos, Paul F M J Verschure

“…Our results confirm that E-I homeostasis can be leveraged to control edge-of-bifurcation dynamics and that some modes of homeostasis maintain mean firing rates under higher levels of input by modulating the distance to the bifurcation. …”
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Adaptive Motion Planning Leveraging Speed-Differentiated Prediction for Mobile Robots in Dynamic Environments by Tengfei Liu, Zihe Wang, Jiazheng Hu, Shuling Zeng, Xiaoxu Liu, Tan Zhang

“…A multi-sensor perception module is designed to classify obstacles as either static or dynamic, thereby enhancing environmental awareness and planning reliability. …”
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Dynamic Modeling and Control Characteristics of the Two-Modular HTR-PM Nuclear Plant by Zhe Dong, Yifei Pan, Maoxuan Song, Xiaojing Huang, Yujie Dong, Zuoyi Zhang

“…Through multimodular scheme, that is, the superheated steam flows produced by multiple MHTGR-based nuclear supplying system (NSSS) modules combined together to drive a common thermal load, the inherent safety feature of MHTGR is applicable to large-scale nuclear plants at any desired power ratings. …”
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Effect of surface roughness and thermal jump on electro-osmosis modulated peristaltic flow of a Tri-hybrid nanofluid in an asymmetric channel by Asha Kotnurkar, Santosha Gowda

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