Dual-stream dynamic graph structure network for document-level relation extraction by Yu Zhong, Bo Shen

“…To tackle this problem, a dual-stream dynamic graph structural network is proposed to model documents from various perspectives. …”
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Structural Solutions that Increase the Dynamic Accuracy of a Wave Solid-State Gyroscope by D. M. Malyutin

“…The solution to this problem was the goal of the work.Using the methods of the theory of automatic control, the dynamics of a wave solid-state gyroscope with a metal resonator and piezoelectric elements in the closed-loop mode of Сoriolis acceleration compensation are studied. …”
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Use Fiber-Reinforced Polymer Bars in Concrete Structures Subject to Dynamic Loads by A. N. Mamin, S. K. Khlebnikov

“…It provides a classification of FRP bars, analyzes its physical and mechanical properties under static, long-term, and dynamic loading conditions, and discusses calculation methods for reinforced concrete structures incorporating FRP bars. …”
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Staphylococcus aureus cell wall structure and dynamics during host-pathogen interaction. by Joshua A F Sutton, Oliver T Carnell, Lucia Lafage, Joe Gray, Jacob Biboy, Josie F Gibson, Eric J G Pollitt, Simone C Tazoll, William Turnbull, Natalia H Hajdamowicz, Bartłomiej Salamaga, Grace R Pidwill, Alison M Condliffe, Stephen A Renshaw, Waldemar Vollmer, Simon J Foster

“…Despite this importance, and the wealth of data from in vitro studies, we do not understand the structure and dynamics of peptidoglycan during infection. …”
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An Experimental Dynamic Investigation of the Influence of Melatonin, Serotonin and Tryptophan on the Stability of the DNA Structure by Cristina Manuela Drăgoi, Anca Zanfirescu, Ion-Bogdan Dumitrescu, Anca Ungurianu, Denisa Marilena Margină, Alina-Crenguţa Nicolae

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The Effect of SLM Spreader Structures on the Powder Spreading Dynamics Mechanism of Diamond Tools by HUANG Guoqin, ZHANG Jiangtao, ZHU Xiaowei, XU Yangli, SUN Long, DU Yulong, ZHANG Yunhe

“…In this work, three blades of linear,circular, and parabolic as well as roller spreaderstructures are selected to explore the influencemechanism of spreader structures on the powderspreading quality and particle dynamic behavior.Research results have guiding significance for theoptimization of powder spreading processes of metalmatrixdiamond tools in SLM.MethodsIn order to achieve the aforementionedobjectives, the diamond/CuSn powders were utilized asthe research object to build the three-dimensionalgeometry of two types of powders. …”
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An integrated approach to studying the structure of ternary CoCrMo alloy: scanning electron microscopy and atomistic simulation by D.A. Kravchenko, A.Yu. Kolosov, D.N. Sokolov, N.I. Nepsha, S.S. Bogdanov, N.Yu. Sdobnyakov

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The Dynamic Characteristics of the Water Entry of a Lifeboat by Wenxin Yi, Hui Liu, Jiahe Zou, Conghong Lu, Wenqing Luo, Bo Zhou

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Dynamic alloying of high manganese steel by E. I. Marukovich, S. M. Usherenko, A. A. Andrushevich, O. P. Reut, Javad Yazdani-Cherati

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Dynamical interaction network in urban traffic by Shiyan Liu, Guanwen Zeng, Ruiqi Li, Linhan Guo, Daqing Li, Daqing Li

“…However, existing research has overlooked the dynamical nature of these interactions, which are essential for capturing the changing behavior of urban traffic.MethodsIn this study, we use a pairwise maximum entropy model to infer interaction networks from sliding time windows and analyze their dynamics during typical daily periods: morning peak, noon off-peak, and evening peak.ResultsWe find that (1) interaction networks remain stable within each period but exhibit structural shifts between periods, especially between peak and off-peak periods; (2) stable high-strength edges in dynamical interaction network are characterized by long-range and negative interactions; (3) the proportion and modularity of positive interactions, along with the strength of negative interactions, are important structural features that distinguish peak from off-peak hours.DiscussionThese results provide new insights into how local interaction dynamics drive global state transitions in urban traffic, offering guidance for improving traffic resilience through targeted control strategies.…”
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Dynamic Snake Convolution Neural Network for Enhanced Image Super-Resolution by Weiqiang Xin, Ziang Wu, Qi Zhu, Tingting Bi, Bing Li, Chunwei Tian

“…Image super-resolution (SR) is essential for enhancing image quality in critical applications, such as medical imaging and satellite remote sensing. However, existing methods were often limited in their ability to effectively process and integrate multi-scales information from fine textures to global structures. …”
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In-Silico Investigation of PAI-1 Structural Changes in Active Forms of The Protein by Kaveh Haji-Allahverdipoor

“…Subsequent analyses, including root mean square deviation (RMSD), root mean square fluctuation (RMSF), and solvent-accessible surface area (SASA), were performed over a 40 ns molecular dynamics (MD) simulation. Results: The data analysis of MD simulations and superimposed structures revealed that the stability of the Neovison PAI-1 protein is slightly higher than that of the Human PAI-1 protein; however, this difference is negligible. …”
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Dynamic Stiffness Method for Free Vibration of Moderately Thick Functionally Graded Plates by Mohammad-Reza Soltani, Shahabeddin Hatami, Mojtaba Azhari, Hamid-Reza Ronagh

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A low complexity dynamic subarray combination method for MIMO transmitter by Cui WANG, Peng PAN, Shuai ZHANG, Junrong YAN

“…For the mmWave MIMO system using a partially-connected structure,in order to improve the spectral efficiency,the antenna composition of each subarray will be dynamically adjusted according to the channel conditions.However,the optimal grouping of antennas requires exhaustive searching for all possible antenna combinations according to certain criteri,which leads to unacceptable complexity.In response to the problem,a low-complexity sub-array dynamic allocation method was proposed.The core was to introduce certain rules when grouping array elements,thereby significantly reducing the number of combinations and reducing the search range.Specifically,two low-complexity antenna combination algorithms were proposed.Firstly,considering the strong correlation between mmWave antennas,multiple adjacent antennas were virtualized as an array element,thereby reducing the search space.Secondly,by dividing all antennas into upper and lower half areas,the antenna combination based on partition was realized,and the search space was also reduced.Simulation results show that the proposed method can achieve a good trade-off between performance and complexity.…”
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Dynamic heterogeneous network representation learning method based on Hawkes process by CHEN Lei, DENG Kun, LIU Xingyan

“…In this context, a dynamic heterogeneous network representation learning method based on Hawkes process was proposed. …”
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Review on Applications of System Dynamics Method in Regional Water Demand Prediction by QIN Huanhuan

“…Water resources are the most important basic natural resources for the sustainable development of the social economy,the controlling element of the ecological environment,and strategic economic resources.With the growth in population and economic development,regional water consumption is increasing,and the imbalance between the supply and demand of water resources has become the “bottleneck” restricting regional economic development.Water demand prediction is an important basis for the planning,management,and sustainable utilization of regional water resources,which involves complex factors such as economic,hydrological,meteorological,social,engineering,and technological factors as well as the industrial structure and industrial and agricultural development.The system dynamics method based on the feedback control theory has significant advantages in the dynamic change,causal mechanism analysis,quantitative analysis and simulation of a multi-factor coupled complex giant system.It has been widely used in the prediction of regional water demand.The system dynamics model of regional water demand prediction can decompose a complex social water use system into multiple interconnected and mutually constrained subsystems.It can clearly show the dynamic change process of water demand of each water use subsystem and obtain accurate prediction results of water demand.In this paper,firstly,the characteristics of the system dynamics method are briefly introduced.Then,the applications of this method in regional water demand are summarized and analyzed from four aspects,i.e.…”
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Dynamic identification of three 19th century churches in Turkey by M. Bilal Bağbanci

“…It is of great importance to determine the in-situ wall strength and dynamic characteristics of historic structures by experimental methods before structural analysis. …”
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An Image Encryption Method Based on the Feistel Network and Dynamic DNA Encoding by Xuncai Zhang, Zheng Zhou, Ying Niu

“…Based on the Feistel network and dynamic deoxyribonucleic acid (DNA) encoding technology, an image encryption method is proposed using the “permutation–diffusion–scrambling” structure. …”
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Inversion method for tire impact load characteristics based on Green's function by Guijie SHI, Qiang LI, Deyu WANG

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Modeling and Characterization of Multilayer Piezoelectric Stacks via Dynamic Stiffness Method by Wenxiang Ding, Zhaofeng Liang, Wei Zhao, Hongmei Zhong, Dan Chen, Maxime Bavencoffe, Marc Lethiecq

“…Multilayer piezoelectric stacks, which are multiple layers of piezoelectric materials placed on top of each other, are widely used to achieve precise linear movement and high-force generation. In this paper, a dynamic stiffness (DS) method for the dynamic vibration analysis of multilayer piezoelectric stacks is presented. …”
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