Co-Optimization of Vibration Suppression and Data Efficiency in Robotic Manipulator Dynamic Modeling by Xiaowei Han, Kunru Wu, Nanmu Hui

“…First, a joint excitation trajectory is designed using a fifth-order Fourier series with zero boundary conditions to ensure sufficient excitation of system dynamics. Then, a linear regression formulation of the manipulator’s structural dynamics is established, and the BLS network is employed to model the unstructured residuals—primarily arising from nonlinear friction—with high precision. …”
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Interdependent-path Recurrent Embedding for Knowledge Graph-aware Recommendation by Xiao Sha, Jianwen Wang, Xiaoran Xu, Jianchuan Ding

“…However, existing KG-aware recommendation methods face significant challenges in sufficiently exploiting both the structural and semantic information while maintaining computational efficiency. …”
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Electromagnetic Processes Simulation of Power Transformers in Operation and in No-load Modes by Yarymbash D.S., Kotsur M.I., Yarymbash S.T., Kylymnyk I.M.

“…In the designing preproduction of power transformers for calculating design data, a circuit models are widely used, which doesn’t fully reflect the structural features of the transformer and spatial energy conversion. …”
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Low-carbon pathways to digitalization: can the digital economy improve carbon efficiency? by Shuaifeng Yuan, Xiaoyang Zhang, Shiliang Liu, Zhihui Li

“…In addition, the digital economy has been shown to enhance carbon emission efficiency through industrial structural transformation and marketization. Heterogeneity analysis shows that regional location, city size and characteristics influence this effect.DiscussionThe results of the study, provide insights into the green, low-carbon and high-quality development of Chinese cities.…”
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Recycled Coarse Aggregate for Sustainable Self-Compacting Concrete and Mortar by Syed Ali Rizwan, Muhammad Irfan-ul-Hassan, Abdur Rahim, Salman Ali, Asim Sultan, Deprizon Syamsunur, Nur Izzi Md Yusoff

“…The results indicate that recycled coarse aggregate can be effectively used as the replacement of NCA in SCC to produce sustainable and eco-friendly structural concrete.…”
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A Holistic Examination of Administrative, Occupational, and Dispositional Antecedents of Teacher Motivation by Mehmet Fatih Köse

“…In addition, a structural model was specified, estimated, and evaluated. …”
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Probabilistic seismic performance assessment of high-speed railway bridge with tuned mass dampers by Parya Rashed, Isra Nayel, Vahid Broujerdian, Elyar Zafarkhah

“…Different sources of uncertainties were considered in fragility analysis including site hazard characteristics, structural geometries, and material properties. A total of 1800 non-linear time-history analyses were performed on the bridge with or without TMDs in three different site classes, each subjected to 20 sets of ground motions. …”
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Mechatronic device of AI systems by A. Y. Kulsha, M. A. Klimovich, M. V. Sterjanov, V. N. Tesluk, N. G. Egorova

“…Particular attention is paid to the design and development of structural modules, as well as to the development of software for controlling the device. …”
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Deeper Effects of fiscal multidimensional poverty reduction: household characteristics, financial lags and elite capture. by Wenjie Jiang, Hong Yang, Chunyu Liu

“…Based on provincial fiscal and financial data as well as data from the China Family Panel Studies (CFPS), this article employs multilevel linear regression and structural equation modeling to empirically examine the impact and mechanisms of fiscal investment in agriculture on multidimensional relative poverty among farmers. …”
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Synergistic effect of workplace well-being and business growth on productivity by Gustavo Emiliano Mascareño Beltran, Itzel Alejandra Lara Manjarrez

“…A quantitative study was conducted by administering surveys to SME employees, and the data were analyzed using Pearson correlations, linear regressions, and structural equation modeling. …”
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On the robustness of the emergent spatiotemporal dynamics in biophysically realistic and phenomenological whole-brain models at multiple network resolutions by Cristiana Dimulescu, Cristiana Dimulescu, Ronja Strömsdörfer, Ronja Strömsdörfer, Agnes Flöel, Agnes Flöel, Klaus Obermayer, Klaus Obermayer, Klaus Obermayer

“…Here, we compare the dynamics of a biophysically realistic, linear-nonlinear cascade model of whole-brain activity with a phenomenological Wilson-Cowan model using three structural connectomes based on the Schaefer parcellation scheme with 100, 200, and 500 nodes. …”
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Influence of storage conditions on the quality of jerusalem artichoke by N. M. Mudrykh, S. A. Semakova

“…Using correlation analysis, linear structural relationships between quality indicators and storage conditions were established, according to which the content of carbohydrates and vitamin C primarily depends on the temperature regime (r=-0.8-0.4), and secondly – on the storage conditions term (r =-0,3-0,3). …”
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Scene construction deficits in adolescent PTSD are in sensory, rather than spatial, imagery by Hannah Marlatte, Hannah Marlatte, Jennifer D. Ryan, Jennifer D. Ryan, Jennifer D. Ryan, Asaf Gilboa, Asaf Gilboa

“…IntroductionPost-traumatic stress disorder (PTSD) is characterized by memory and imagery disturbances, ascribed in part to structural and functional hippocampal abnormalities. …”
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PENENTUAN INDEKS BIAS KACA TBZP TERDEDAH ION Nd3+ DENGAN METODE SUDUT BREWSTER by A Pramuda, A. Marzuki, Cari -, Wahyudi -, R. Susanto

“…The addition of cations on the network structure of the glass  affected to the glass structure which lead to a local change of the distribution of Bridging Oxygen (BO) and Non Bridging Oxygen (NBO) bond. …”
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Analytical Calculation Method for the Axial Compressive Bearing Capacity of Steel Tube Confined Concrete Considering the Additional Hoop Effect of Temperature by Li WANG, Qiren PAN, Yuxing ZHANG, Lusong YU, Qi HU, Wei LI

“…These changes have a considerable impact on the structural safety of STCC members. Investigating the influence of ambient temperature on STCC columns is crucial for understanding its effect on axial compression bearing capacity and developing a calculation method that accounts for ambient temperature.Methods This study independently designed and developed an axial compression test device for variable temperature steel tube confined concrete to address the significant influence of ambient temperature on the mechanical behavior of STCC structures. …”
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Job characteristics model-based study of the intrinsic motivations for primary care practitioners by Shichao Zhao, Jing Ping, Hong Zhu, Wanting Ji, Yuyan Wang, Ying Wang

“…Within participants who completed the questionnaires, 167 participants were selected through a convenience sampling process, for semi-structured interviews. These interviews explored their opinions on job characteristics in their roles. …”
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Optimising complexity and learning for photonic reservoir computing with gain-controlled multimode fibres by Giulia Marcucci, Luana Olivieri, Juan Sebastian Totero Gongora

“…In our approach, RC is implemented by structuring the pump and probe beams using phase-only spatial light modulators. …”
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The Synergistic Effects of the Particle Elongation Index and Flat Index on Aggregate Strength and Dilatancy: A Discrete Element Method Study by Yiming Liu, Zhangshuaihang Cao, Haijun Mao

“…The results show that (1) the regulation of pore structure by morphological parameters presents non-linear characteristics, and (2) the evolution of peak shear strength is predominantly governed by morphological anisotropy. (3) The parabolic relationship between the maximum dilatancy angle and the morphological parameters is shown. (4) The micro mechanical analysis reveals that EI/FI parameters have limited influence on the statistical distribution characteristics of the contact force chain, but have a significant regulatory effect on the anisotropic evolution of the force-chain network.…”
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Circular economy meets water treatment: one-pot synthesis of agricultural waste-based bi-functionalized ordered mesoporous silica for tetracycline removal via systematic adsorption... by Wenli Gou, Sameer Alshehri, Niloofar Pirestani, Soroosh Soltani, Ahmadreza Roghanizad, Saeed Shirazian, Roozbeh Soltani

“…The material exhibited a high surface area (988 m2 g−1), a pore volume of 0.72 cm3 g- 1 and a bimodal pore distribution (1.3 nm and 2.5 nm) based on 2D-NLDFT method, confirming a well-developed micro-mesoporous structure. Adsorption studies for tetracycline were conducted under varying conditions, and both linear and nonlinear isotherm and kinetic models were applied to assess adsorption behavior. …”
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CHANGING STATUS OF GLOBAL COVID-19 OUTBREAK IN THE WORLD AND IN TURKEY AND CLUSTERING ANALYSIS by Elif Kartal, Mehmet Erdal Balaban, Bülent Bayraktar

“…Objective: In this study, it is aimed to provide a dynamic structure to the summary status and analysis results based on the current COVID-19 data of the countries based on changing status of global COVID-19 outbreak in the world and in Turkey; thus, to support fast and proactive decisions. …”
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