METHOD OF CONSTRUCTION OF A NEUROREGULATOR MODEL WHEN OPTIMIZING THE CONTROL STRUCTURE OF A TECHNOLOGICAL CYCLE by V. S. Smorodin, V. A. Prokhorenko

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An integrated Artificial neural network technique to optimize the various parameters of Pineapple/SiO2/epoxy-based nanocomposites under NaOH treatment by Natrayan Lakshmaiya, Naga Dheeraj Kumar Reddy Chukka, Seeniappan Kaliappan, V. Balaji, Nimel Sworna Ross, Ramya Maranan

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Box–Behnken Design-Based Optimization of Extraction Parameters of Phenolics, Antioxidant Activity, and In Vitro Bioactive and Cytotoxic Properties of <i>Rhus typhina</i> Fruits by Maria Denisa Cocîrlea, Natalia Simionescu, Teodora Călin, Florentina Gatea, Georgiana Ileana Badea, Emanuel Vamanu, Simona Oancea

“…The main aim of this paper was to find the optimal conditions for extracting high amounts of bioactive compounds from <i>R. typhina</i> fruits using ultrasound-assisted and bead-beating techniques under different parameters (solvent concentration, solvent/solid ratio, extraction time, bead size, and material). …”
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Comparison of methods for tuning machine learning model hyper-parameters: with application to predicting high-need high-cost health care users by Christopher Meaney, Xuesong Wang, Jun Guan, Therese A. Stukel

“…Models were separately trained using nine different HPO methods: 1) random sampling, 2) simulated annealing, 3) quasi-Monte Carlo sampling, 4-5) two variations of Bayesian hyper-parameter optimization via tree-Parzen estimation, 6-7) two implementations of Bayesian hyper-parameter optimization via Gaussian processes, 8) Bayesian hyper-parameter optimization via random forests, and 9) the covariance matrix adaptation evolutionary strategy. …”
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Impact of Instantaneous Parameter Sensitivity on Ensemble‐Based Parameter Estimation: Simulation With an Intermediate Coupled Model by Lige Cao, Guijun Han, Wei Li, Haowen Wu, Xiaobo Wu, Gongfu Zhou, Qingyu Zheng

“…Results show that the success of a parameter estimation strategy is closely tied to the significant IPS of the observed state to the parameter targeted for optimization, as it maintains a high signal‐to‐noise ratio in the error covariance between parameter and prior state, thereby enhancing parameter estimation. …”
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Optimization of <i>Sargassum bovianum</i> Extraction Techniques for Germination of Wheat, Canola, and Corn Under Different Salinity Stress by Mehdi Derafshi, Akbar Hassani, Setareh Amanifar, Mohammad Babaakbari, Narges Hematimatin, Behnam Asgari Lajayer, Tess Astatkie, G. W. Price

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Optimization of rectangular micro-channel heat exchangers for use in HCPV panels through genetic algorithm by Pedro D. Pontes, Luz Elena P. Chenche, João A. Lima, Carolina P. Naveira-Cotta, Ana S. Moita

“…In addition to the thermal parameters, the pressure drop inside the micro-heat exchanger is also considered in the optimization process. …”
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Quality of Radar Direction-Finding via Conical Scanning by A. D. Pluzhnikov, L. V. Kogteva, E. N. Pribludova, S. B. Sidorov, E. G. Chuzhaykin

“…The study shows that, when choosing parameters for auto-tracking systems with conical scanning, it is important to implement object tracking not with minimal, but rather with optimized tracking errors in angular coordinates, which are to be estimated during direction finding. …”
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Dynamic optimization of support parameters and risk prevention and control during tunneling with fractured surrounding rock: a case study of the Gande’er Mountain tunnel project by Gang Wang, Wenpeng Yuan, Feng Jiang, Yujing Jiang, Peng He

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Intelligent Machine Learning Based Internet of Things (IoT) Resource Allocation by Koushik Chakraborty, Dhiraj Kapila, Sumit Kumar, Bhupati, Nazeer Shaik, Akanksha Singh

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Optimization of Solid Lipid Nanoparticle Formulation Using Design of Experiments, PART I: <i>Strategic Tool for the Determination of Critical Parameters Regarding Formulation and P... by Margot Cassayre, Dany Teles de Souza, Magalie Claeys-Bruno, Alexandre Altié, Philippe Piccerelle, Christophe Sauzet

“…The DOE analysis identified P80 concentration as a key parameter, with optimal formulations observed when P80 ranged between 35% and 45%. …”
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Design and Evaluation of a Novel Efficient Air-Assisted Hollow-Cone Electrostatic Nozzle by Li Zhang, Zhi Li, Huaxing Chu, Qiaolin Chen, Yang Li, Xinghua Liu

“…Based on these parameters, an electric field simulation model of the electrostatic nozzle was established to analyze the influence of electrode parameters on the charging performance and identify the optimal parameter combination. …”
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Advancements in Surface Acoustic Wave Gyroscope Technology in 2015–2024 by Alexander Kukaev, Egor Shalymov, Sergey Shevchenko, Maria Sorvina, Vladimir Venediktov

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Empirical Modification of Force Fields for the Development of Peptide‐Based Gas Sensors by Thuc Anh Ngo, Tanju Yildirim, Meng‐Qun Feng, Kosuke Minami, Kota Shiba, Genki Yoshikawa

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Validation of the PEACE score for predicting abnormal echocardiographic findings in pulmonary embolism patients by Kazım Ersin Altınsoy

“…Demographic data, laboratory findings and echocardiographic parameters were recorded. …”
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New bounds of the smoothing parameter for lattices. by Heng Guo, Fengxia Liu, Linlin Wang, Kun Tian

“…In this study, we establish a new upper bound for the lattice smoothing parameter, which represents an improvement over several significant classical findings. …”
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The effective landscape design parameters with high reflective hardscapes: guidelines for optimizing human thermal comfort in outdoor spaces by design -a case on hot arid climate w... by Reham A. Abdelwahab, Ahmed A. Fekry, Reham El-Dessuky Hamed

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Optimization of Process Parameters for Methylene Blue Dye Removal Using “<i>Eriobotrya Japonica</i>” Grains via Box-Behnken Design Based on Response Surface Methodology by Bouchra Belahrach, Mohamed Farah, Youssef Belaoufi, Meyem Bensemlali, Hamid Nasrellah, Najoua Labjar, Abdoullatif Baraket, Abdelouahed Dahrouch, Souad El Hajjaji

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Parameter Estimation of Polynomial-Phase Signals by A. A. Monakov

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Comprehensive evaluation of clinical, echocardiographic, and CMR findings in dilated cardiomyopathy by Prakash H Chaudhary, Chigullapalli Sridevi, Susheel K. Malani, Digvijay D Nalawade, Ankit Shokeen

“…Accurate diagnosis and risk stratification are critical for optimal management, with advanced imaging playing a key role in assessing myocardial structure and function. …”
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