Optimizing bioprocessing efficiency with OptFed: Dynamic nonlinear modeling improves product-to-biomass yield by Guido Schlögel, Rüdiger Lück, Stefan Kittler, Oliver Spadiut, Julian Kopp, Jürgen Zanghellini, Mathias Gotsmy

“…Thereafter, OptFed predicts optimal process conditions by solving an optimal control problem using orthogonal collocation and nonlinear programming.In a case study, we apply OptFed to a recombinant protein L fed-batch production process. …”
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Policy-aware Optimization-based Modeling of Autonomous Vehicles’ Longitudinal Driving Behavior by Hashmatullah Sadid, Constantinos Antoniou

“…An experimental setup is designed to implement the proposed framework under different scenarios of mixed traffic and demand cases for the IDM (intelligent driving model), Krauss, and ACC (adaptive cruise control) models. …”
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A fuzzy-optimized hybrid ensemble model for yield prediction in maize-soybean intercropping system by Amna Ikram, Sunnia Ikram, El-Sayed M. El-kenawy, El-Sayed M. El-kenawy, Adil Hussain, Amal H. Alharbi, Marwa M. Eid, Marwa M. Eid

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A Sea Horse Optimization-Based Approach for PEM Fuel Cell Model Parameter Estimation by Ali Erduman, Gizem Hazar, Evrim Baran Aydın

“…This study aims to determine the model parameters of proton exchange membrane fuel cells (PEMFC) by employing the Sea Horse Optimization (SHO) algorithm, a novel metaheuristic approach inspired by natural behaviors. …”
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Mechanism Analysis and Optimal Design of Return Impact of a Certain Aircraft Canopy Actuator by Jing Gao, Lingxiao Quan, Linshan Han, Chen Fu, Changhong Guo

“…Firstly, we analyzed canopy actuation principles to identify the return stroke pressure impact transmission path and derive its mathematical model. Secondly, the gas–liquid control system simulation model was constructed to replicate the oil overflow fault in the pressure tank digitally. …”
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EvoNB: A protein language model-based workflow for nanobody mutation prediction and optimization by Danyang Xiong, Yongfan Ming, Yuting Li, Shuhan Li, Kexin Chen, Jinfeng Liu, Lili Duan, Honglin Li, Min Li, Xiao He

“…The identification and optimization of mutations in nanobodies are crucial for enhancing their therapeutic potential in disease prevention and control. …”
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Enhancing industrial maintenance planning: Optimization of human error reduction and spare parts management by Vahideh Bafandegan Emroozi, Mostafa Kazemi, Mahdi Doostparast

“…This paper presents a mathematical model aimed at minimizing costs through optimized preventive maintenance (PM) planning, effective spare parts inventory control, and reduction of human error. …”
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Research on Comprehensive Control Strategy of Loop Closing Currentin 10 kV Distribution Network by LIU Song, HUANG Chun

“…An improved harmony algorithm based on dynamic parameters and Pareto optimal is used to solve the model, then a recursive algorithm is used to solve the action sequence of control elements considering process security. …”
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Layered energy equalization structure for series battery pack based on multiple optimal matching by Jianfang Jiao, Hongwei Wang, Feng Gao, Serdar Coskun, Guang Wang, Jiale Xie, Fei Feng

“…In addition, a fuzzy controller that can dynamically adjust the equalization current with the state parameter of the cell as the input condition is designed to optimize the equalization efficiency. …”
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Age of Information-Optimized Differential Protection Strategy for Smart Grids by Jiajia Fu, Zhongmiao Kang, Ying Zeng, Zanhong Wu

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Mathematical Modeling of Organizational Project Management by Kirill I. Podkin, Yulia A. Nazarova

“…To achieve this goal, an analysis of existing approaches to project management was conducted, a mathematical model was developed based on systems theory and control theory. …”
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A Seismic Demand Model for Bridges Based on IM and EDP Parameter Matching and Bidirectional Optimization by Shuai Wang, Shuai Song, Gang Wu

“…The sufficiency of models is guaranteed by controlling the slope of fitted line. …”
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Multi-Class Intrusion Detection in Internet of Vehicles: Optimizing Machine Learning Models on Imbalanced Data by Ágata Palma, Mário Antunes, Jorge Bernardino, Ana Alves

“…Using hyperparameter optimization with Optuna, we achieved significant improvements in detection accuracy and robustness. …”
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Machine Learning for Chinese Corporate Fraud Prediction: Segmented Models Based on Optimal Training Windows by Chang Chuan Goh, Yue Yang, Anthony Bellotti, Xiuping Hua

“…The results indicate that segmented models have a better predictive performance than the general model for fraud types with low fraud rates and are as good as the general model for most industries when controlling for training set size. …”
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Risk factors and an optimized prediction model for urosepsis in diabetic patients with upper urinary tract stones by Chongxiang Gao, Jiancen Liu, Dejuan Wang, Minghui Liu, Jianguang Qiu

“…The least absolute shrinkage and selection operator (LASSO) regression analysis was used for variable selection to form a preliminary model. The model was optimized and validated using the receiver operating characteristic (ROC) curve, the Hosmer-Lemeshow test and calibration curve, and decision curve analysis (DCA). …”
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Mathematical modeling and optimization of the active suspension system of a 6x6 electric vehicle by Berk Aydoğan, Ahmet Yildiz

“…The stiffness and damping coefficients of the wheel suspension, the coefficients of the active suspension controllers, the stiffness and damping coefficients of the seat suspension and the suspension of wheel-mounted motors are selected as design variables of the optimization problem. …”
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A constitutive model optimizing superalloy performance: The interplay of annealing twins, dislocations, and grain boundaries by Zongpeng Tian, Rui Zhao, Xinshun Diao, Shan Jiang, Debin Shan, Min Wan

“…Results indicate that although dislocation multiplication is the dominant factor controlling peak flow stress, the evolution of annealing twins and grain boundaries after high-temperature treatment increasingly affects alloy strain hardening. …”
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Quantifying control measures for lumpy skin disease in cattle using a vector–host transmission model by Din Prathumwan, Nattakarn Numpanviwat, Kamonchat Trachoo, Pearanat Chuchard, Inthira Chaiya

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Robust model-based control and stability analysis of PMSM drive with DC-link voltage and parameter variations by Majid Mehrasa, Hamidreza Gholinezhadomran, Pouya Tarassodi, Eduardo M.G. Rodrigues, Hossein Salehfar

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Coordinated Reactive Power–Voltage Control in Distribution Networks with High-Penetration Photovoltaic Systems Using Adaptive Feature Mode Decomposition by Yutian Fan, Yiqiang Yang, Fan Wu, Han Qiu, Peng Ye, Wan Xu, Yu Zhong, Lingxiong Zhang, Yang Chen

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