THE MODEL OF MANAGEMENT OF TRANSPORT FLOWS IN MODERN CONDITIONS by E. A. Safronov, K. E. Safronov, E. S. Semenova

“…The technique for managing the transport network by optimizing the composition of the transport stream and use a new criterion of load factor of road network of UDS from different types of passenger transport, including individual. …”
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Regression Models for Predicting Physicochemical Properties of Biochar by Chiaw Hui Chiew, Li Yee Lim, Pei Ying Ong, Chunjie Li, Yee Van Fan

“…Municipal Solid Waste (MSW) biochar was the most challenging to predict due to its heterogeneous composition. This study advocates for integrating MLR with non-linear techniques to develop hybrid models, enhancing predictive accuracy and practical usability, and optimizing biochar utilization in agriculture and environmental remediation.…”
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Multi-Objective Optimization Design of Ship Propulsion Shafting Based on Response Surface Methodology and Genetic Algorithm by ZHANG Cong, SHU Bingnan, ZHANG Jiangtao, JIN Yong

“…The central composite design (CCD) method is used to select appropriate experimental points in the optimized design space, and the response surface model is developed with minimum total power consumption and vibration response amplitude. …”
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Optimizing phage therapy for Salmonella Pullorum: dosage, timing, and pharmacokinetics define treatment efficacy in SPF chickens by Lulu Li, Mengrui Zhang, Yumei Cai, Zhengjie Liu, Zhaohui Tang, Zhipeng Zhang, Yujia Liu, Caihong Zhao, Xiaoqing Yu, Bent Petersen, Thomas Sicheritz-Pontén, Martha R.J. Clokie, Yuqing Liu

“…In this study, we established a Salmonella Pullorum infection model in specific-pathogen-free (SPF) chickens to investigate these parameters, alongside the therapeutic efficacy and pharmacokinetic distribution of the phage. …”
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Production of Biodiesel from Mixed Castor Seed and Microalgae Oils: Optimization of the Production and Fuel Quality Assessment by Dejene Beyene, Mohammedsani Abdulkadir, Adisu Befekadu

“…The transesterification experiments designed according to the central composite design (CCD) were used to optimize the yield of biodiesel through the response surface methodology (RSM). …”
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Response Surface Methodology for the Optimization of Preparation of Biocomposites Based on Poly(lactic acid) and Durian Peel Cellulose by Patpen Penjumras, Russly Abdul Rahman, Rosnita A. Talib, Khalina Abdan

“…A second-order polynomial model was developed for predicting the tensile strength and impact strength based on the composite design. …”
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Medium Optimization for the Production of Fibrinolytic Enzyme by Paenibacillus sp. IND8 Using Response Surface Methodology by Ponnuswamy Vijayaraghavan, Samuel Gnana Prakash Vincent

“…Statistical analysis of the results has shown that moisture, sucrose, and sodium dihydrogen phosphate have the most significant effects on fibrinolytic enzymes production (P<0.05). Central composite design (CCD) was used to determine the optimal concentrations of these three components and the experimental results were fitted with a second-order polynomial model at 95% level (P<0.05). …”
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Improving Mechanical Properties of Nanocomposite-based Epoxy by High-impact Polystyrene and Multiwalled Carbon Nanotubes: Optimizing by a Mixture Design Approach by Yasser Rostamiyan

“…In the current study the influence of weight percentage of HIPS, weight percentage of CNT and hardener content on damping 1st and damping 2nd properties of epoxy/HIPS/CNT hybrid composite wase valuated. Mixture design methodology was employed to generate mathematical models for predicting damping 1st and damping 2nd behaviors of new mentioned hybrid nanocomposite as function of physical factors and optimizing desired mechanical properties. …”
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Optimization of Stope Structural Parameters for Steeply Dipping Thick Ore Bodies: Based on the Simulated Annealing Algorithm by Han Du, Xuefeng Li, Xuxing Huang, Yihao Yang, Shanda Duan, Tianlong Su, Xuzhao Yuan

“…The regression model was then used as the objective function, and multi-objective optimization was performed using a simulated annealing algorithm to obtain the Pareto optimal solution set. …”
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Deploying UAV-based detection of bridge structural deterioration with pilgrimage walk optimization-lite for computer vision by Jui-Sheng Chou, Chi-Yun Liu, Pin-Jun Guo

“…This system uses UAVs to capture high-resolution images, which are then processed by the You Only Look Once (YOLO) models for instance segmentation. The YOLOv7 model, fine-tuned with the Pilgrimage Walk Optimization (PWO)-Lite algorithm, achieved the highest accuracy, recording a 65.6 % mAP50 on the testing set. …”
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Optimization of cable connection layout of unattended AC/DC joint construction station based on INFO algorithm by Long Hu, Zhiwei Yu, Minxin Liang, Xiaoying Chen, Lixia Chen, Guohui Huang

“…Using the INFO algorithm, the feasible solutions of the model are formed into a search domain and solved, and finally the optimal cable connection layout results are output. …”
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Optimizing the Extraction, Identification, and Antioxidant Activity Analysis of Polyphenols from Carrot (Daucus carota L.) Preserve by Guowei LI, Yu SHI, Zhenghai ZHANG, Jingyi GE, Yanru JI, Jie SHI, Lianhui WEI, Qingli YANG, Yan DONG

“…Objective: To determine optimal extraction conditions for polyphenols from a carrot preserve and analyze their composition, compositional changes, and antioxidant activity. …”
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Enhanced paraben removal through synergistic catalytic ozonation and adsorption processes using Fe3O4-GAC magnetic composite by Bahareh Ahmadi, Abooalfazl Azhdarpoor, Mohammad Hoseini

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Construction Efficiency in Shear Strengthening of Pre-Cracked Reinforced Concrete Beams Using Steel Mesh Reinforced Strain Hardening Cementitious Composites by Sabry Fayed, Mohamed Ghalla, Ayman El-Zohairy, Ehab A. Mlybari, Rabeea W. Bazuhair, Mohamed Emara

“…Special cementitious matrix components, Strain Hardening Cementitious Composites (SHCC), have exceptional ductility, strength growth during cracking, and recurrent controlled-opening crack formation. …”
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Improving the prediction of bitumen’s density and thermal expansion by optimizing artificial neural networks with Optuna and TensorFlow by Eli I. Assaf, Xueyan Liu, Sandra Erkens

“…In addition to reducing computational cost, the models exhibit improved interpolation and extrapolation capabilities, enabling reliable predictions for properties, ranges, and compositions not explicitly simulated.Key aspects of our approach include: • Transitioning from RFRs to ANNs, improving generalization, interpolation, and predictive accuracy. • Automated hyperparameter optimization, leveraging Optuna to maximize model efficiency. • Expanding applicability, enabling property prediction for unseen compositions without additional MD simulations.…”
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Method Development for the Chromatographic analysis of a Two-Component Tablet Formulation Using Chemometric Optimization Technique by Faysal Selimoğlu, Betül Sarıtaş, Erdal Dinç

“…The central composite design and fitting model was applied to identify the suitable chromatographic conditions providing a desirable elution of sulfamethoxazole and trimethoprim in a chromatogram. …”
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Optimization of Pectin Extraction Process from Albedo of Citrus Lemon (Citrus limon) Using Ultrasonic Method by Fitry Filianty, Rachma Nur Alifia, Tri Yuliana, Asep Yusuf, Selly Harnesa Putri

“…This study aimed to obtain an optimization model for the pectin production process to produce maximum pectin yield and obtain the optimized pectin characteristics. …”
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Application of response surface methodology to optimize the drying condition of black tea using superheated steam dryer by Rumaisa Nordin, Norazatul H. M. Rozall, Tajul A. Yang

“…Drying conditions of black tea using superheated steam (SHS) were optimized based on a central composite design (CCD) of response surface methodology (RSM). …”
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Optimizing Phase Change Materials for Volatility Management in Solar-Driven CO2 Methane Dry Reforming by Baoa Ronglei, Liub Xianglei, Yaoc Haichen

“…A comprehensive numerical model was developed to simulate the solar-driven CRM process in a porous foam reactor, incorporating solar radiation transport, heat transfer, and thermochemical kinetics. …”
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Characterization and optimization of electrodialysis with bipolar membranes with improved alkaline stability for phenol recovery from petroleum wastewater by Ahmad Beiranvand, Mohammad Reza Omidkhah, Mahmoud Moharrami, Susan Davari, Hamidreza Mahdavi

“…In addition, the experimental results agreed with the prediction, suggesting that central composite design was a good technique for modeling phenol regeneration from petroleum wastewater.…”
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