Optimization of the Predicting of the Influenza Vaccine Strains by E. P. Kharchenko

“…WHO recommends the composition of the vaccine strain for each influenza season. …”
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Performance of functionalized CNT membranes for desalination - Parametric effects and Artificial neural network modelling by Deepa Durairaj, Santhosh Paramasivam, Natarajan Rajamohan, Manivasagan Rajasimman, Ragothaman M. Yennamalli, Roberto Baccoli, Gianluca Gatto

“…The model's predictions closely aligned with the observed experimental outcomes, affirming its reliability and utility in optimizing membrane performance. …”
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Deep learning for property prediction of natural fiber polymer composites by Ivan P. Malashin, Dmitry Martysyuk, Vladimir Nelyub, Aleksei Borodulin, Andrei Gantimurov, Vadim Tynchenko

“…For example, Li et al. (2023) achieved an $$R^2>0.96$$ for predicting stiffness tensors of carbon fiber composites using a hybrid CNN–MLP model trained on microstructure images and two-point statistics. …”
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Effects of EDM parameters on residual stress and microhardness in Al-10 %SiCmicro-SiCnano hybrid composites: A Simulation and Experimental study by Umair Arif, Imtiaz ali Khan, Faisal Hasan, Afsar Husain, Sanan H. Khan

“…In the first part, a thermo-mechanical model was developed using Ansys software to predict the residual stresses generated in Al-SiC-based hybrid composites after Electrical Discharge Machining (EDM). …”
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Estimation of Elasticity of Porous Rock Based on Mineral Composition and Microstructure by Zaobao Liu, Jianfu Shao, Weiya Xu, Chong Shi

“…The SVM is trained with 30 samples to search for optimal parameters using the PSO, and thus the estimation model is established. …”
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Robustness evaluation of bus-subway composite network considering accessibility by Yi Cao, Xiangzun Bu, Jialong Zhang

“…It holds significant application value for the optimization and emergency management of the bus-subway composite network.…”
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METHODS AND MODELS OF RESEARCH OF INVESTMENT ATTRACTIVENESS AND COMPETITIVENESS OF PROJECT-ORIENTED ENTERPRISE IN THE PROCESS OF CREATING INNOVATIVE HIGH-TECH by Oleg Fedorovich, Viktor Kosenko, Liudmyla Lutai, Iaroslav Zamirets

“…The use of multifactor experiment to assess the investment attractiveness of a project to create a complex product with a component-based architecture is proposed. An optimization model for selecting the rational composition of components in an innovative product is developed. …”
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Review of Implosion Design Considerations for Underwater Composite Pressure Vessels by Helio Matos, Akongnwi Nfor Ngwa, Birendra Chaudhary, Arun Shukla

“…The manuscript underscores the need for comprehensive testing, advanced simulation techniques, and monitoring system integration to ensure the safety and effectiveness of composite pressure hulls. Future research should focus on developing more accurate failure models, optimizing manufacturing processes, and enhancing material properties through innovations in composite science to realize the full potential of composite materials in deep-sea applications.…”
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Vibration Analysis of Composite Multilayer Floor of High-Speed Train by Ying Han, Wenjing Sun, Jinsong Zhou, Dao Gong

“…Based on the test results, the equivalent mechanical parameters of different layers of the panels, core materials, etc., were calculated, and the multilayer mixed finite element model of the floor was built and verified. The multilayer mixed floor model was introduced into the car body of a high-speed train, and the test signals of the high-speed train were used as inputs to calculate the vibration response of composite floor structure. …”
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Hot deformation behavior of In/CupIn/In composite thermal interface materials by Jie Zhang, Yulin Liu, Zhongnan Xie, Hong Guo, Mingmei Sun, Hui Yang, Xinbo He

“…The hot compressive deformation behavior of In/CupIn/In (pure Indium–Copper particle reinforced Indium matrix composites-pure Indium) composite materials prepared by hot press sintering was systematically investigated in the temperature and strain rate ranges of 20–110 °C and 0.01–10 s−1. …”
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Effect of Oak Wood Aging on Chemical Composition of Wheat Distillate by Natalya V. Shelekhova, Irina M. Abramova, Tamara M. Shelekhova, Liubov I. Skvortsova, Natаlya V. Poltavskaya

“…The authors developed a set of express methods to define the composition of volatile organic impurities and the ionic composition of grain distillates. …”
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Formulating Mechanically Robust Composite Restorative Materials for High Performance by Austyn Salazar, Natalie Anderson, Jeffrey Stansbury

“…Once the resin formulations were optimized, silane-treated particulate filler was added to determine the effectiveness as composite materials. …”
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Two-stage multiple imputation with a longitudinal composite variable by Xuzhi Wang, Martin G. Larson, Chunyu Liu

“…Results In simulation studies, the imputation models within two-stage MI, assuming appropriate ignorability assumptions, exhibited the smallest bias and achieved optimal coverage probabilities for the means, slopes across different time points, and hazard ratios for mortality related to the composite variable. …”
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Anatomical Characteristics Predict Response to Transcranial Direct Current Stimulation (tDCS): Development of a Computational Pipeline for Optimizing tDCS Protocols by Giulia Caiani, Emma Chiaramello, Marta Parazzini, Eleonora Arrigoni, Leonor J. Romero Lauro, Alberto Pisoni, Serena Fiocchi

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Gathering evidence on e-rubrics: Perspectives and many facet Rasch analysis of rating behavior by Inan Deniz Erguvan, Beyza Aksu Dünya

“…This study examined the faculty perspectives towards the use of electronic rubrics and their rating behavior in a freshman composition course. A mixed-methods approach has been employed for data collection and analysis. …”
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Cold storage of human precision-cut lung slices in TiProtec preserves cellular composition and transcriptional responses and enables on-demand mechanistic studies by M. Camila Melo-Narvaez, Fee Gölitz, Eshita Jain, Janine Gote-Schniering, Mircea Gabriel Stoleriu, Wilhelm Bertrams, Bernd Schmeck, Ali Önder Yildirim, Ursula Rauen, Timo Wille, Mareike Lehmann

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Characterizing the Dynamic Protein and Amino Acid Deposition in Tissues of Pregnant Gilts: Implications for Stage-Specific Nutritional Strategies by Christian D. Ramirez-Camba, Pedro E. Urriola, Crystal L. Levesque

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Chromium adsorption using a composite adsorbent of corn waste and bentonite by Miguel Herrera-Gavidia, Dalia Carbonel, Hugo Chirinos-Collantes

“…The findings suggest that the adsorption kinetics fit best with the pseudo-first-order model (R2 = 0.968), and the adsorption equilibrium fits with the Freundlich model (R2 = 0.997). …”
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Optimization of In_xGa_1−xN P-I-N Solar Cells: Achieving 21% Efficiency Through SCAPS-1D Modeling by Hassan Abboudi, Walid Belaid, Redouane En-nadir, Ilyass Ez-zejjari, Mohammed Zouini, Ahmed Sali, Haddou El Ghazi

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Sensitivity Analysis of a CPAM Inverse Algorithm for Composite Laminates Characterization by Farshid Masoumi, Ahmad Ghasemi Ghalebahman

“…To evaluate the robustness of the model’s results in the presence of uncertainty and unwanted noises, a sensitivity analysis that employs Gaussian disorder model is directly applied to the measured frequencies. …”
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