Flutter Characteristic Study of Composite Sandwich Panel with Functionally Graded Foam Core by Peng Jin, Xiaoping Zhong

“…Finally, a minimum weight design of composite sandwich panel with lamination parameters of facesheet and density distribution of foam core as design variables is conducted using particle swarm optimization (PSO).…”
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Statistics on Differences in the Institutional Composition of the National Economy and Issues Related to its Harmonization by O. V. Morozov, A. G. Biryukov, M. A. Vasiliev

“…Criteria of minimum required and maximum possible scale of the public sector have been defined and it is shown that as of 2016 the integral indicator of the scale of the public sector of the Russian economy does not reach the minimum required value. A quantitative model for optimizing the sectoral composition of the national economy has been constructed. …”
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Research on surface charge accumulation characteristics of post-composite insulators in polluted environments by Ping Huang, Guoting Yang, Kequan Wei, Junlin Huang, Biao Zhang

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Numerical Simulation of Dynamic Response of a Composite Battery Housing for Transport Applications by Aikaterini Fragiadaki, Konstantinos Tserpes

“…However, high-energy impact causes substantial damage that compromises the integrity of the battery. Importantly, the FE model of the battery housing serves as a basis for the creation of a digital twin of the battery, offering opportunities for further design and optimization strategies.…”
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Simulation of synbiotic ice cream fermentation process by M. A. Vavilova

“…As a result of the research, a model recipe for synbiotic ice cream has been developed, the quantitative regularities of the influence of various concentrations of fructose syrup on the process of fermentation of compound have been determined, organoleptic characteristics of soft-serve ice cream have been investigated, a power-law model of the dependence of the duration of fermentation on the mass fraction of fructose syrup has been obtained. …”
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The Associations between body composition, macronutrient intake, and physical fitness in adolescent swimmers by Renaldy Carlos Gunawan, Satwika Arya Pratama

“…Including exercise activities, body composition, and nutrient variables increased R² to 0.597, but the full model was not statistically significant (adjusted R² = 0.404, p = 0.803). …”
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Taguchi Method for Tribological Excellence: Insights into Copper-Based Metal Matrix Composites by S.S. Kallesh, Rajaneesh N. Marigoudar

“…Copper matrix composites are widely used in brakes and bearings due to their excellent mechanical properties, wear resistance, and thermal management. …”
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Photocatalytic degradation of tetracycline from aqueous solution with graphene oxide and hydroxyapatite composites by Bilge Su Subasi, Tugba Hayri-Senel, Ebru Kahraman, Serhat Sezer, Gulhayat Nasun-Saygili, Nalan Erdol-Aydin

“…The evaluation and optimization of the process parameters including pH, initial TC concentration, and catalyst dosage were carried out using Box-Behnken Design (BBD). …”
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Uncertainty analysis in the design of Type-IV composite pressure vessels for hydrogen storage by Yao Koutsawa, Lyazid Bouhala

“…Sobol’ indices were used to assess the direct and total influence of the uncertain parameters on the BP variability, guiding optimization in composite pressure vessel design. The development and analysis of the tank model used conventional shell elements, starting from the liner’s inner dimensions and incorporating filament winding via the Abaqus Composite Layup feature. …”
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Non-Invasive Composition Identification in Organic Solar Cells via Deep Learning by Yi-Hsun Chang, You-Lun Zhang, Cheng-Hao Cheng, Shu-Han Wu, Cheng-Han Li, Su-Yu Liao, Zi-Chun Tseng, Ming-Yi Lin, Chun-Ying Huang

“…A multilayer perceptron (MLP) neural network was applied with various activation functions, optimization algorithms, and data split ratios. The optimized model achieved classification accuracies exceeding 99% on both training and testing sets, with minimal sensitivity to random initialization or data partitioning. …”
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The Effect of Duck Breeds on Carcass Composition and Meat Quality at Different Slaughter Ages by Lixia Wang, Xing Chen, Yu Yang, Shengqiang Ye, Ping Gong, Yanan Wang, Mingli Zhai, Yan Wu, Yunguo Qian

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Independent Component Analysis-Based Composite Drought Index Development for Hydrometeorological Analysis by Yejin Kong, Joo-Heon Lee, Taesam Lee

“…The evaluation was carried out through three distinct performance metrics: difference, model, and alarm performance. The difference performance, calculated by subtracting composite index values from individual drought indices, indicated that PCDI and ICDI-C outperformed ICDI, exhibiting comparable overall performance. …”
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NUMERICAL OPTIMIZATION OF THE EFP CHARGE BASED ON AN MPB MINE by Dariusz Pyka

“…The Johnson-Cook constitutive strength model was used to describe the behaviour of materials in the computational environment, and the Jones-Wilkins-Lee model was used to describe the pressure during a detonation. …”
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Optimization of non-smooth functions via differentiable surrogates. by Shikun Chen, Zebin Huang, Wenlong Zheng

“…This approach bridges the gap between model accuracy and optimization efficiency, offering a practical solution for optimizing non-differentiable machine learning models that can be extended to other tree-based ensemble algorithms. …”
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Advances in Composite Power System Reliability Assessment: Trends and Machine Learning Role by Chiranjeevi Yarramsetty, Tukaram Moger, Debashisha Jena, Veeranki Srinivasa Rao

“…This paper provides a detailed review of reliability assessment methods for composite power systems, focusing on integrating renewable energy and advanced computational approaches. …”
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Deep learning-assisted thermal image analysis for assessment of cementitious composite flaws by Yoonseon Cha, Hyojeong Yun, Sanghyeon Cho, Wonseok Chung

“…The model is optimized by tuning the number of Epochs and Batch size. …”
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Influence of Weakening Groove on Cutting Results of Composites Subjected to Shaped Charge Jet by Mingfa Ren, Fei Weng, Jing Sun, Ke Tang, Lina Feng, Rong Chen

“…At the same time, here, we carried out the explosive cutting test on CFRP composites to verify the rationality of the simulation model. …”
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Design of Inorganic Polymer Composites for Electromagnetic Radiation Absorption Using Potassium Titanates by Lebedev V. V., Miroshnichenko D. V., Nyakuma B. B., Moiseev V. F., Shestopalov O. V., Vyrovets S. V.

“…By designing experimental-statistical mathematical models in equal regressions, mathematical optimization of inorganic polymer composites for electromagnetic radiation absorption using PTT was carried out.…”
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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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Signature of Vertical Mixing in Hydrogen-dominated Exoplanet Atmospheres by Vikas Soni, Kinsuk Acharyya

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