Phycocyanin extraction from Limnospira spp.: sustainable source of natural blue color for the food industry by Mariacristina D'Ascoli, Antonio L. Langellotti, Giovanni L. Russo, Angela Sorrentino, Prospero Di Pierro

“…This comparative study also aims to provide the basis for the development of alternative methods for the optimization of phycocyanin extraction, using also neural networks and artificial intelligence.…”
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Multi-objective optimization of lithium-ion battery designs considering the dilemma between energy density and rate capability by Xiao-Ying Ma, Wen-Ke Zhang, Ying Yin, Kailong Liu, Xiao-Guang Yang

“…Cell design parameters are optimized at different temperatures using the most balanced optimization method. …”
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Optimizing plastic film mulch to improve the yield and water use efficiency of dryland maize in the Loess Plateau, China. by Rui Zhang, Hongjuan Zhang, Yunpeng Xing, Lian Xue

“…Knowledge on the variation of yield and water use efficiency under different mulching methods is important for guiding rained maize production in the Loess Plateau area. …”
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Surveying eLearning Value Chain Models and offering Optimized Model (A Case Study in an Iranian University) by Mansouri Mansouri, katrin Riazi

“…Nowadays, use of e-learning is one of the opportunities that information technology has provided for the teaching. Since the method of training has become an industry so the concepts of value and value creation in the value chain need to be reviewed and updated based on e-learning system components. …”
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Fabrication and validation of a new device for measuring the radiation dose in ethanol-chlorobenzene dosimeters based on oscillometry method by Shahryar Badiei, Gholamreza Raisali, Amirreza Siminfar, Parisa Taghipour Niar, Elham Edalatkhah, Seyed Mehdi Bathaei

“…The maximum absolute relative difference between the average dosimeter readouts and expected values was about 7% and the average value of the absolute relative differences at different doses was about 3.3%. …”
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Optimization of dual-layer flow field in a water electrolyzer using a data-driven surrogate model by Lizhen Wu, Zhefei Pan, Shu Yuan, Xiaoyu Huo, Qiang Zheng, Xiaohui Yan, Liang An

“…Therefore, machine learning methods are adopted to accelerate the optimization. …”
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Optimization of microprobe analysis of cementitious materials incorporating glass powder under electron beam to avoid alkali migration by Wena de Nazaré do Rosário Martel, Josée Duchesne, Benoît Fournier

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Process Optimization and Mathematical Modeling of Cartridge Filter Cleanup Using Pulse Jet Air Ring (PJAR) Technology by Abdolreza Ansari, Alireza Pardakhti, Naser Mehrdadi

“…Central composite design (CCD) of response surface methodology (RSM) is employed to optimize the cleanup process. Based on statistical analysis and optimization, the highest Pressure Difference percentage is accessible at the air pressure of 5.10 Bar, Velocity 43.00 m/s and Time 50.00 ms. …”
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Optimizing Infectious Disease Diagnostics through AI–Driven Hybrid Decision Making Structures based on Image Analysis by Ahsan Muhammad, Damaševičius Robertas, Shahzad Sarmad

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Multi-modal denoised data-driven milling chatter detection using an optimized hybrid neural network architecture by Haining Gao, Haoyu Wang, Hongdan Shen, Shule Xing, Yong Yang, Yinlin Wang, Wenfu Liu, Lei Yu, Mazhar Ali, Imran Ali Khan

“…The Ivy algorithm is employed to optimize the hyperparameters of CEEMD-SVD. Multi-modal data features of different machining states are then obtained using time–frequency domain methods and Markov transition field methods. …”
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Optimization Driven Variational Autoencoder GAN for Artifact Reduction in EEG Signals for Improved Neurological Disorder and Disability Assessment by Sikkandar Mohamed Yacin, Sabarunisha Begum S., Alassaf Ahmad, AlMohimeed Ibrahim, Alhussaini Khalid, Aleid Adham, Alhaidar Abdulrahman Khalid

“…This study introduces an innovative method for minimizing artifacts in electroencephalography (EEG) signals by integrating brainstorm optimization (BSO) with a variational autoencoder generative adversarial network (VAE-GAN), resulting in the BrOpt_VAGAN model. …”
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Predictive Control for an Ankle Rehabilitation Robot Using Differential Evolution Optimization Algorithm-Based Fuzzy NARX Model by Shenglong Xie, Haiming Zhong, Yuntang Li, Su'an Xu, Wenyuan Liu, Shiyuan Bian, Shiwu Zhang

“…Finally, the experiments with different trajectories and subjects are carried out to verify the control performance of the proposed control method. …”
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Rapid screening and optimization of CO2 enhanced oil recovery operations in unconventional reservoirs: A case study by Shuqin Wen, Bing Wei, Junyu You, Yujiao He, Qihang Ye, Jun Lu

“…This work developed a new interpretable machine learning (ML) framework to specifically address this issue. Three different methods, namely random forest (RF), support vector regression (SVR), and artificial neural network (ANN), were used to establish proxy models using the data from a specific unconventional reservoir, and the RF model demonstrated a preferable performance. …”
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Selection method for hybrid energy storage schemes for supply reliability improvement in distribution networks by Qian Li, Yuanbao Zhou, Yunxiao Zhang, Yuxin Fu

“…Secondly, to eliminate the interference of utility value improvement processing on evaluation results, we introduce a secondary screening method based on TOPSIS evaluation results. This method mitigates the influence of subjective coefficients by evaluating HES schemes under different subjective coefficients and selecting optimal and sub-optimal schemes. …”
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An optimized potential formula of the $ m \times n $ apple surface network and its application of potential in path planning by Yangming Xu, Yanpeng Zheng, Xiaoyu Jiang, Zhaolin Jiang, Zhibin Liu

“…We also conducted simulation experiments on the computational efficiency of the original and optimized formulas at different data scales, verifying the superiority of the optimized formulas. …”
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RESEARCH AND OPTIMIZATION OF FORMING PATH OF ELECTRON BEAM FUSE ADDITIVE MANUFACTURING——A CASE OF 304 STAINLESS STEEL by SUN BaoFu, XU BoHan, ZHANG LiPing, LI XiaoFeng, ZHANG JianFei, CHEN DongXue

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Evolutionary Artificial Intelligence Algorithm for Optimizing Step Phase Detection Based on Foot-Mounted Triaxial Accelerometer Data by P. A. Khmarskiy

“…Experiments involving walking along a closed square path confirmed the high accuracy and robustness of the proposed method: the match between the optimized and reference trajectories demonstrates the practical applicability of the approach for precise gait reconstruction under different conditions. …”
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Design and Evaluation of a Mathematical Optimization Model for Traffic Signal Plan Transition Based on Social Cost Function by Rita Peñabaena-Niebles, Victor Cantillo, José Luis Moura, Angel Ibeas

“…Results showed that the proposed method performs better than traditional ones.…”
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AdaLine: Adaptive Counting Line Optimization by Perspective-Aware Trajectory Modeling in Object-Detection-Tracking Systems by Wenhao Huang, Yin Chen, Jin Nakazawa, Tadashi Okoshi

“…The combination of object detection, tracking, and counting has become a widely used method. The position and angle of cameras can vary according to the deployment scenarios, which affects counting accuracy. …”
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Experimental study on the influence of sample preparation and testing methods on the shear mechanical properties of silt by Shige Wang, Yanlong Li, Sen Li, Jintao Liu, Zongling Zhang, Tianyou Lu

“…Abstract To investigate the influence of sample preparation conditions and testing methods on the shear properties of compacted silt, samples with different moisture contents were prepared by saturation and drying methods. …”
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