Sintering densification mechanism of binder jet 3D printing 316L stainless steel parts via dimensional compensation technology by Zhiping Chen, Bingbing Wan, Junchen Liu, Dezhi Zhu, Hao Wang, Weiping Chen, Runxia Li, Zhenfei Jiang, Fangfang Liu

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Modeling and Optimization of Tensile Properties of Epoxy Biocomposites Reinforced with Washingtonia robusta Waste and Biochar Using Response Surface Methodology, Artificial Neural... by Messaouda Boumaaza, Ahmed Belaadi, Hassan Alshahrani, Ibrahim M. H. Alshaikh, Djamel Ghernaout

“…These improvements are attributed to better interfacial bonding and fiber-matrix adhesion. To model and optimize the mechanical behavior, Response Surface Methodology (RSM), Artificial Neural Networks (ANN), and a Multi-Criteria Decision-Making (MCDM) method based on TOPSIS were applied. …”
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Evaluation of Urban Composite Carbon Sink Value: A Case Study of Shenyang by Tiemao SHI, Di WANG, Yu TANG, Peiying LI

“…Therefore, this research endeavors to address this issue by proposing a method for calculating the composite carbon sink value of urban areas, which is based on the distinct characteristics of urban ecosystems, with the ultimate aim of comprehensively uncovering the true composite carbon sink value of cities.MethodsOn the basis of the analysis of carbon sink elements in urban spaces, a carbon storage estimation model for vegetation, soil and buildings is established by combining remote sensing imagery with plot data. …”
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Macro-microscopic study on the damage threshold strain of particle-filled polymer composites by Wang Jiaxiang, Qiang Hongfu, Wang Xueren, Wang Zhejun, Li Shiqi

“…The results indicate that the established model can predict the damage threshold of HTPB propellants with different loading rates and specimen sizes at the specimen level, demonstrating the potential of macro-microscopic methods in analyzing damage in viscoelastic particle reinforced composite materials.…”
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Numerical and Theoretical Study on the Settlement of Capped Piles Composite Foundation under Embankment by Ming-Quan Liu, Da Huang, Yi-Xiang Song, Duo-Feng Cen

“…In addition, a real embankment engineering with capped piles composite foundation is adopted to validate the accuracy of this method; by comparing with other methods, the results show that this method is in better agreement with the field monitoring data. …”
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FAILURE PREDICTION OF BOLTED CONNECTION OF COMPOSITE MATERIALS BASED ON DEEP LEARNING (MT) by PENG Fan, ZOU SiNong, REN YiRu

“…A prediction model was constructed based on limited training samples to predict the peak failure load of bolted composite joints. …”
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Complete Object-Compositional Neural Implicit Surfaces With 3D Pseudo Supervision by Wongyeom Kim, Jisun Park, Kyungeun Cho

“…The combined representation is then volume-rendered to fine-tune the diffusion model utilizing a 2D prior. Furthermore, the complete shape generated by our method can serve as pseudo 3D priors to provide the geometry for the unobserved regions in object-compositional representation. …”
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Graph neural networks for mechanical property prediction of 2D fiber composites by Erdem Caliskan, Reza Abedi, Massimiliano Lupo Pasini

“…This work investigates the ability of graph neural networks (GNNs) to homogenize 2D fiber composite microstructures. We use different inhomogeneity and anisotropy indices to motivate and show that the Volume Elements (VEs) used in ML methods should ideally be far from their Representative Volume Element (RVE) size limit and, consequently, are notably anisotropic. …”
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A Composite Network for CS ISAR Integrating Deep Adaptive Sampling and Imaging by Lianzi Wang, Ling Wang, Miguel Heredia Conde, DaiYin Zhu

“…In addition, we adopt the block-based CS method in the sampling network to alleviate the computational burden caused by vectorizing and stacking the data and introduce a nonlocal self-similarity model into the reconstruction network to improve the imaging quality. …”
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Bending Resistance of Composite Sections with Nonductile Shear Connectors and Partial Shear Connection by Svetlana M. Kostic, Biljana Deretic-Stojanovic

“…The presented section analysis is used in the parameter study in order to evaluate different methods proposed by design codes for determining the bending moment resistance of composite cross sections with nonductile shear connectors and different degrees of shear connection. …”
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Effects of pruning on canopy microenvironment, branch composition and nut quality in Xinjiang walnut by HAN Liqun, ZHAO Yu, ZHAO Guoqing, ZHANG Hui, MA Kai

“…The parameter indicators were analyzed through clustering and correlation methods. The quantitatively comprehensive method was adopted to evaluate the different pruning models based on the AHP-CRITIC combination weight methods and the TOPSIS model. …”
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Determination of Residual Stress and Design of Process Parameters for Composite Cylinder in Filament Winding by Chao Kang, Yaoyao Shi, Bo Deng, Tao Yu, Pengcheng Sun

“…This study proposed a reverse derivation method to design the winding tension based on the residual stress model of the composite cylinder. …”
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Research on Aircraft Control System Fault Risk Assessment Based on Composite Framework by Tongyu Shi, Yi Gao, Long Xu, Yantao Wang

“…In order to solve these problems, this article proposes a fault risk assessment method for aircraft control systems based on a fault risk composite assessment framework using the Improved Risk Priority Number (IRPN) as the basis for the fault risk assessment. …”
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Experimental Research and Numerical Analysis on Fire Resistance of Prefabricated Concrete Composite Beams by LIU Yanchun, SUN Shuqi, LIU Caiwei, WANG Pengfei, LU Xiuliang, MAO Jiayuan, MIAO Jijun

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Dynamic Properties of Concrete Composite Panels under Eccentric Compression Loading Tests by Max De Castro MAGALHAES, Roberto Marcio da SILVA

“…For each step, dynamic impact testing was performed and the modal damping, peak amplitude and natural frequencies obtained. Second, a ‘hybrid’ model, based on the concepts of modal analysis and the Finite Element Method, was developed in order to obtain the natural frequencies and corresponding normal modes of the composite panels within the frequency range 0–200 Hz. …”
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Estimation of the Pumping Pressure from Concrete Composition Based on the Identified Tribological Parameters by Chanh-Trung Mai, El-Hadj Kadri, Tien-Tung Ngo, Abdelhak Kaci, Mustapha Riche

“…A new method is proposed to estimate pumping pressure based on concrete composition without experimental measurements. …”
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Composition pattern-aware web service recommendation based on depth factorisation machine by Bing Tang, Mingdong Tang, Yanmin Xia, Meng-Yen Hsieh

“…Web service composition has become a prevalent software development method that enables developing powerful Mashups by effectively combining Web services with different functions. …”
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Surface modification and micromechanical properties of jute fiber mat reinforced polypropylene composites

“…A new treating method using sodium hydroxide (NaOH) and Maleic anhydride-grafted polypropylene (MPP) emulsion was introduced to treat jute fiber mat in order to enhance the performance of jute/polypropylene (PP) composite prepared by film stacking method. …”
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State of Charge Estimation of Composite Energy Storage Systems with Supercapacitors and Lithium Batteries by Kai Wang, Chunli Liu, Jianrui Sun, Kun Zhao, Licheng Wang, Jinyan Song, Chongxiong Duan, Liwei Li

“…According to the energy storage principle of the electric vehicle composite energy storage system, the circuit models of supercapacitors and lithium batteries were established, respectively, and the model parameters were identified online using the recursive least square (RLS) method and Kalman filtering (KF) algorithm. …”
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Influence of Organic-Inorganic Composition on the Adsorption of Niutitang Formation Shale in Huijunba Syncline by Xiang Xing, Deliang Fu, Zixiang Wang, Yang Tian, Lina Sun

“…Through the three-dimensional Langmuir model fitting and adsorption thermodynamic calculation method, the adsorption thermodynamic parameters such as the isometric heat of adsorption and the standard adsorption entropy are obtained. …”
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