A quality control method based on physical constraints and data-driven collaborative artificial intelligence for wind observations along high-speed railway lines by X. Xiong, J. Chen, Y. Zhang, X. Chen, Y. Zhang, X. Ye

“…On the other hand, to solve the constrained error mapping expression under different wind conditions, a data-driven model of hyperparameter optimization (BO-XGBoost) is introduced to perform error compensation on physical relationships. …”
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Engineered Multifunctional Fluorinated Film Based on Semicontinuous Emulsion Polymerization Using Polymerizable Quaternary Ammonium Emulsifiers by Hongzhu Liu, Lingnan Wang, Minhuan Wang, Chuan-Jin Hou, Bin-bin Ye, Zefeng Wang, Jiming Bian

“…Although fluorinated polymers were successfully prepared by semicontinuous emulsion polymerization with surfactants, chlorotrifluoroethylene (CTFE), and acrylate monomers, the optimization collocation of surfactants still has room for improvement. …”
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Porous Biodegradable Metals for Hard Tissue Scaffolds: A Review by A. H. Yusop, A. A. Bakir, N. A. Shaharom, M. R. Abdul Kadir, H. Hermawan

“…The current promising fabrication technique for making scaffolds, such as computation-aided solid free-form method, can be easily applied to metals. With further optimization in topologically ordered porosity design exploiting material property and fabrication technique, porous biodegradable metals could be the potential materials for making hard tissue scaffolds.…”
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Efficiency Measurement and Determinant Factors of Marine Economy in China: Based on the Belt and Road Perspective by Yinyin Wang, Conghua Xue, Huimin Li, Kaizhi Yu

“…This research proposed the specific path to improve the efficiency of marine economy and facilitate quality development under the “Belt and Road” initiative from the aspects of the optimization of the marine industry structure, the integrated construction of transportation, the development of opening to the outside world, the progress of marine science and technology, and the improvement of the marine ecological environment.…”
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Nanocomposites of various shapes in trihybrid nanofluid flow past a Riga plate with electroosmotic effects by Muhammad Idrees Afridi, Saima Riasat, Saira Iqbal, S. Bilal, A.A. Alderremy, Emad E. Mahmoud

“…Advanced nanocomposites submerged into base fluid to compose ternary hybrid nanofluid have immense thermophysical features for the optimization of thermal processes in renewable energy processes. …”
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A Strategy for the Production of Single-Cell Proteins by the Efficient and Continuous Fermentation of Hydroxide Bacteria Under Gas Fermentation by Shuai Fu, Longyu Gou, Ke Long, Lanchai Chen, Dingrong Cai, Yue Lu

“…Gas fermentation is a process of microbial fermentation that uses gas substrates (such as hydrogen, carbon dioxide, etc.) which faces several challenges, mainly including the low solubility of gas substrates, the danger of hydrogen and oxygen mixing, and the optimization of fermentation conditions. To overcome these challenges, this article explores a variety of strategies—including the design of a self-developed bioreactor—to reduce the risk of static electricity. …”
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New anchovy burgers: a sustainable and nutritious alternative to red meat in fast food by Giovanni Luca Russo, Antonio L. Langellotti, Rossella Di Monaco, Gabriele Buonocunto, Francesca Colonna, Nunzio Velleca, Anna Ilaria Di Paola, Lucia Avella, Silvana Cavella, Paolo Masi

“…Abstract This study presents an innovative anchovy burger formulation optimized using response surface methodology and Ideal Profile method. …”
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A Universal MDO Framework Based on the Adaptive Discipline Surrogate Model by Hua Su, Chun-lin Gong, Liang-xian Gu

“…High time-consuming computation has become an obvious characteristic of the modern multidisciplinary design optimization (MDO) solving procedure. To reduce the computing cost and improve solving environment of the traditional MDO solution method, this article introduces a novel universal MDO framework based on the support of adaptive discipline surrogate model with asymptotical correction by discriminative sampling. …”
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Hydrodynamics of flow through living shoreline structure by Tanhaseng Kanyarat, Kositgittiwong Duangrudee, Ekkawatpanit Chaiwat, Kompor Wongnarin, Petpongpan Chanchai

“…A comprehensive understanding of these flow dynamics is essential for optimizing the design and configuration of artificial seadomes. …”
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Highway Traffic Speed Prediction in Rainy Environment Based on APSO-GRU by Dongqing Han, Xin Yang, Guang Li, Shuangyin Wang, Zhen Wang, Jiandong Zhao

“…In order to accurately analyse the impact of the rainy environment on the characteristics of highway traffic flow, a short-term traffic flow speed prediction model based on gate recurrent unit (GRU) and adaptive nonlinear inertia weight particle swarm optimization (APSO) was proposed. Firstly, the rainfall and highway traffic flow data were cleaned, and then they are matched according to the spatiotemporal relationship. …”
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Estimating Aggregate Capacity of Connected DERs and Forecasting Feeder Power Flow With Limited Data Availability by Amir Reza Nikzad, Amr Adel Mohamed, Bala Venkatesh, John Penaranda

“…However, forecasting, power flow analysis, and optimization of feeders for operational decision-making by individually modeling each of these numerous renewables in the absence of complete information are operationally challenging and technically impractical. …”
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Case Report: Potential benefits of a single functional neurology intervention in athletic rehabilitation and recovery: a case study by Jorge Rey-Mota, Guillermo Escribano-Colmena, Eduardo Navarro Jiménez, Carmen Cecilia Laborde-Cárdenas, Rodrigo Yáñez-Sepúlveda, Vicente Javier Clemente-Suárez, Vicente Javier Clemente-Suárez

“…This supports the incorporation of functional neurology into sports rehabilitation, under-scoring its potential in optimizing athletes' health and performance.…”
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Localization of multiple jamming attackers in vehicular ad hoc network by Liang Pang, Xiao Chen, Yong Shi, Zhi Xue, Rida Khatoun

“…When the data set is classified as acceptable, we further explore the means of using particle swarm optimization algorithm to calculate the positional coordinates of each attacker. …”
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Data on battery health and performance: Analysing Samsung INR21700-50E cells with advanced feature engineering by Sahar Qaadan, Aiman Alshare, Alexander Popp, Myrel Tiemann, Utz Spaeth, Benedikt Schmuelling

“…These features are indispensable for predictive modelling, lifecycle management, and battery performance optimization, addressing key challenges in battery technology. …”
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Global research hotspots and trends in DNA vaccine research: A bibliometric and visualization study from 2014 to 2024 by Juan Zhang, Haiguo Zhang, Cuicui Yao, Lihua Gu, Shasha Dong, Yamei Wu, Lele Miao

“…Keywords cluster analysis distinguished four major research directions: infectious disease and immunity, viral challenge and vaccine development, optimization of DNA vaccine delivery systems, and cancer and immunotherapy research. …”
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Big Archive-Assisted Ensemble of Many-Objective Evolutionary Algorithms by Wen Zhong, Jian Xiong, Anping Lin, Lining Xing, Feilong Chen, Yingwu Chen

“…Multiobjective evolutionary algorithms (MOEAs) have witnessed prosperity in solving many-objective optimization problems (MaOPs) over the past three decades. …”
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Study on Energy‐Saving and Emission Reduction Solutions for the Bearing Heating System of Offshore Wind Turbines: A Case Study of General Electric's Offshore Wind Power Assembly Ba... by Huanrui Liang, Xiaoa Huang, Faquan Chen, Jiayang Wu, Leying Deng, Youxin Huang

“…The findings of this research underscore the efficacy of thermal process optimization, waste heat recuperation, and thermal insulation in enhancing the energy efficiency of bearing heating systems, thereby contributing to the broader objectives of energy conservation and emission reduction in the renewable energy sector, which is imperative in the contemporary era of climate change mitigation and sustainable development.…”
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Is the Children’s 15-Minute City an Effective Framework for Enhancing Children’s Health and Well-Being? An Empirical Analysis from Western China by Xiao Wang, Jingping Huang, Zhengyou Qin, Wei Gan, Zhen He, Xiang Li

“…It also advocates for constructing service facilities that enhance children’s health and the optimization of the spatial arrangement of these facilities. …”
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Ground-Penetrating Radar Evaluation of Moisture and Frost across Typical Saskatchewan Road Soils by Curtis Berthelot, Diana Podborochynski, Timo Saarenketo, Brent Marjerison, Colin Prang

“…Given the influence of road soil type and moisture content on in-service road performance, this ability could provide road engineers with accurate estimates of in situ structural condition of road structures for preservation and rehabilitation planning and optimization purposes.…”
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Solar Thermochemical Fuel Production: A Novel, Validated Multiphysics Reactor Model for the Reduction–Oxidation of Nonstoichiometric Redox Cycles by Francesco Orsini, Domenico Ferrero, Davide Papurello, Massimo Santarelli

“…The inherently local nature of the model also allows the spatial distributions of the redox material’s conversion and utilization to be obtained, paving the way for optimization strategies of the reactor’s design and operation.…”
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