RESOURCE-SAVING TECHNOLOGY OF PRODUCTION OF ZINC ANODES FOR BRASS-PLATING OF STEEL CORD by E. I. Marukovich, E. F. Baranovskij, G. P. Korotkin, Ju. V. Petrunja

“…In the article there are examined the questions of optimization by means of mathematic modeling of the processes of blending and mixing of ceramic sialon powders, as particles sizes, their allocation and composition determine solidity and efficiency of ceramics.…”
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Key considerations based on pharmacokinetic/pharmacodynamic in the design of antibody-drug conjugates by Yangyang Gao, Yuwei Xia, Yixin Chen, Shiqi Zhou, Yingying Fang, Jieru Yu, Leyin Zhang, Leyin Zhang, Leitao Sun, Leitao Sun, Leitao Sun

“…In addition, we investigated the strategies to solve the prominent problems of ADC in the clinic in recent years, and summarized and evaluated the specific ways to optimize various problems of ADC based on the PK/PD model from two perspectives of optimizing the structure and properties of the drugs themselves. …”
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Valorization of wood waste for enhanced polyhydroxybutyrate production by Klebsiella sp. MK3 by Mukesh Kumar, Rohan Samir Kumar Sachan, Arun Karnwal, Dharmesh Sur, Rahul Thakur, Abhinav Kumar, Sathiyamoorthy Manickkam, Abinet Gosaye Ayanie, Hamad Almujibah

“…Analytical methods including the Molisch test, DNS, and sugar utilization tests confirmed sugar presence and consumption by the bacterial isolate. Media optimization using Design Expert 12.0 utilized a quadratic model, achieving a robust fit with an R² value of 98.6%. …”
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Effect of Aluminum Content on Solidification Process and Microsegregation of δ-TRIP Steel by Rudong Wang, Yanhui Sun, Heng Cui

“…This study provides information for the composition design and production process optimization of δ-TRIP steel, and the research results can provide a reference for similar high-aluminum, low-density steels.…”
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A Combined Control Strategy for Vibration Mitigations of a Suspension Bridge Induced by Vehicle Braking Force by Meng-Gang Yang, Chun-Sheng Cai, Biao Wei

“…Firstly, the vehicle composition and the braking force models of the Pingsheng Bridge are obtained by traffic survey and testing results, respectively. …”
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The Production of Industrial-Grade Oxygen from Air by Pressure Swing Adsorption by Cynthia Chin, Zykamilia Kamin, Mohd Hardyianto Vai Bahrun, Awang Bono

“…A simplified complete set of a mathematical model is included for modelling the PSA system, aiming to ease the experimental burden of the process design and optimization of an infinite modification of PSA step cycles. …”
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Energy saving in the extractive distillation of isobutyl alcohol–isobutyl acetate with n-butyl propionate by P. S. Klauzner, D. G. Rudakov, E. A. Anokhina, A. V. Timoshenko

“…As a model for describing the vapor–liquid equilibrium, the local composition equation-based UNIQUAC model was employed, and the Redlich–Kwong model was adopted to examine the non-ideal vapor phase. …”
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Trends and forecast of drug-resistant tuberculosis: a global perspective from the GBD study 2021 by Yi Guo, Jiacheng Li, Lihong Lin

“…Estimated annual percentage changes (EAPC) in DRTB ASIR by regions, were calculated to quantify the temporal trends. ARIMA model was applied to predict ASIR between 2022 and 2030.ResultsFrom 1991 to 2021, the global composition of DRTB shifted, with EDRTB increasing in developed regions and MDRTB remaining dominant in regions like sub-Saharan Africa. …”
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Developing Credit Risk Assessment Methods to Make loss Provisions for Potential loans by V. A. Rakhaev

“…Based on a Russian bank’s sample data for 2012-2019, the author developed a regression model that establishes the relationship between financial ratios and the default of corporate borrowers — agricultural producers, and checked the significance of the model’s financial ratios. …”
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Enhancing photovoltaic efficiency in Half-Tandem MAPbI3/ MASnI3 Perovskite solar cells with triple core-shell plasmonic nanoparticles by Saeed Baghaee Ivriq, Mohammad Hossein Mohammadi, Rasmus Schmidt Davidsen

“…Abstract Significant progress has been made through the optimization of modelling and device architecture solar cells has proven to be a valuable and highly effective approach for gaining a deeper understanding of the underlying physical processes in solar cells. …”
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Artificial intelligence in predicting pathogenic microorganisms’ antimicrobial resistance: challenges, progress, and prospects by Yan Li, Xiaoyan Cui, Xiaoyan Yang, Guangqia Liu, Juan Zhang

“…Furthermore, we explore the major challenges in the field, such as data availability, model interpretability, and cross-species resistance prediction. …”
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An effective method for the abnormal monitoring of stage performance based on visual sensor network by Fuquan Zhang, Gangyi Ding, Lin Xu, Bo Chen, Zuoyong Li

“…As the traditional monitoring method based on sparse description model to realize abnormal behavior of stage performance did not realize the manifold structure during the performance, the behavior characteristics are sparse, and the decomposition has higher volatility, the recognition accuracy of abnormal behavior is low. …”
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Energy efficiency of diabatic distillation schemes for an acetone–toluene–n-butanol mixture with an entrainer in the first column by P. S. Klauzner, D. G. Rudakov, E. A. Anokhina, A. V. Timoshenko

“…The local Non-Random Two Liquid composition equation was used as a model for describing vapor–liquid equilibrium. …”
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Enhancing the specific modulus of Al–Li alloys: A machine learning approach to micro-alloying element identification by Lyu Jing, Li Yanan, Li Xiwu, Zheng Lei, Xiao Wei, Liu Qilong, Liu Rui, Li Zhihui, Xiong Baiqing

“…To enhance the specific modulus of aerospace structural materials, this study employs machine learning methods to optimize the micro-alloying composition of Al–Li alloys. …”
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Biosorption of Chromium(III) and Copper(II) Ions onto Marine Alga sp. in a Fixed-bed Column by E.A. Silva, L.G.L. Vaz, M.T. Veit, M.R. Fagundes-Klen, E.S. Cossich, C.R.G. Tavares, L. Cardozo-Filho, R. Guirardello

“…The adsorptive capacity of the biomass for Cr(III) ions in the binary system was greater than that for Cu(II) ions. The developed model could provide a useful tool for the optimization of Cr(III) and Cu(II) ion removal processes by Sargassum sp. biomass and the design of the corresponding fixed-bed columns.…”
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Prediction of Li-ion conductivity in Ca and Si co-doped LiZr2(PO4)3 using a denoising autoencoder for experimental data by Yumika Yokoyama, Shuto Noguchi, Kazuki Ishikawa, Naoto Tanibata, Hayami Takeda, Masanobu Nakayama, Ryo Kobayashi, Masayuki Karasuyama

“…However, a recent use of a materials informatics approach utilizing machine learning shows promise for more efficient property optimization. This study proposes a deep learning model to correlate powder X-ray diffraction (XRD) profiles with the activation energy (Ea) for Li-ion conduction, thereby enhancing the interpretability of the measurement data. …”
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螺旋桨轴毂复合联接结构接触问题的非线性有限元分析及结构尺寸优化 by 孙骅, 李文静

“…According to the characteristics of aero product,the industry product must be as simple and light as possible under the premise of ensuring the load performance.By using the finite element analysis software ANSYS,a nonlinear contact model about a new type of composite shaft-hub connection structure of propeller is established.Based on the model,a optimization about the elastic ring,part of the shaft-hub connection structure,which defines the semi-cone angle and the width of the elastic ring as the design variables,the stress of the elastic ring as the state variable is carried out.The optimization results provide a theoretical basis of designing a composite shaft-hub connection structure which meets the requirement of aero product.…”
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Critical raw material-free multi-principal alloy design for a net-zero future by Swati Singh, Mingwen Bai, Allan Matthews, Saurav Goel, Shrikrishna N. Joshi

“…Among various ML models, the Extra Trees Regressor (ETR) exhibited superior performance and was integrated with metaheuristic optimization techniques to identify novel MPEA compositions. …”
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A quantitative study of virtual energy storage for rural heat pump heating system based on vehicle-to-home technology by Xinjia Gao, Ran Li, Siqi Chen, Yalun Li

“…In this study, an equivalent battery model is employed, comprising parameters such as equivalent charging and discharging power and energy storage capacity. …”
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Harnessing Brewery Spent Grain for Polyhydroxyalkanoate Production by Robe D. Terfa, Priyanshi N. Patel, Hwidong D. Kim, Matthew D. Gacura, Gary Vanderlaan, Longyan Chen, Xiaoxu Ji, Davide Piovesan

“…Through a comprehensive review of recent studies, we highlight the biochemical composition of BSG and its suitability for microbial fermentation processes. …”
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