Nelder-Mead algorithm optimization and Galerkin’s method thermal performance analysis of circular porous fins with various profiles in fully wet conditions by M. r. Talaghat, F. Shafiei

“…The governing equations are solved using the Galerkin method and the finite difference method and the use of the Gauss-Seidel algorithm. …”
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Fuzzy LQR-based control to ensure comfort in HVAC system with two different zones by Elif Çinar, Tayfun Abut

“…Comfort conditions were achieved by cooling the temperatures of two different regions from the ambient temperature to approximately 7 °C. …”
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Collaborative Optimization Planning Method for Distribution Network Considering “Hydropower, Photovoltaic, Storage, and Charging” by Jinlin Liao, Jia Lin, Guilian Wu, Sudan Lai

“…The optimal ideal solution is used for screening to obtain the optimal planning scheme under different scenarios. …”
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Loss Function Optimization Method and Unsupervised Extraction Approach D-DBSCAN for Improving the Moving Target Perception of 3D Imaging Sonar by Jingfeng Yu, Aigen Huang, Zhongju Sun, Rui Huang, Gao Huang, Qianchuan Zhao

“…For rapid data annotation, a batch annotation method combining human expertise and multi-frame superposition is proposed. …”
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Investigation on Energy Enhancement of Shale Oil Imbibition Under Different Fracture Fluid Injection Methods—A Case Investigation of Jimsar Lucaogou Formation by Jian Zhu, Fei Wang, Junchao Wang, Zhanjie Li, Shicheng Zhang

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Automated Traffic State Optimization in the Weaving Area of Urban Expressways by a Reinforcement Learning-Based Cooperative Method of Channelization and Ramp Metering by Diantao Deng, Bo Yu, Duo Xu, Yuren Chen, You Kong

“…The traffic congestion problem on urban expressways, especially in the weaving areas, has become severe. Some cooperative methods have been proven to be more effective than a separate approach in optimizing the traffic state in weaving areas on urban expressways. …”
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Parallel Bayesian Optimization of Thermophysical Properties of Low Thermal Conductivity Materials Using the Transient Plane Source Method in the Body-Fitted Coordinate by Huijuan Su, Jianye Kang, Yan Li, Mingxin Lyu, Yanhua Lai, Zhen Dong

“…A parallel Bayesian optimization algorithm based on a multi-objective hybrid strategy (MHS) is proposed based on an inverse problem. …”
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Design and Optimization of Stacked Wideband On-Body Antenna with Parasitic Elements and Defected Ground Structure for Biomedical Applications Using SB-SADEA Method by Mariana Amador, Mobayode O. Akinsolu, Qiang Hua, João Cardoso, Daniel Albuquerque, Pedro Pinho

“…The ability to measure vital signs using electromagnetic waves has been extensively investigated as a less intrusive method capable of assessing different biosignal sources while using a single device. …”
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Structure Optimization Analysis for Complex Rail Vehicle Body Based on Sub-model by YU Mingyang, MI Caiying

“…In order to solve the problems of conventional modeling methods, it’s presented that using solid element to disperse longitudinal rod and its surrounding parts in the sub-model to receive precise result, which was helpful for the structure optimization analysis. …”
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Comparison in the Structure and Physicochemical Properties of Soybean Dregs Insoluble Dietary Fiber from Different Sources by Chenhao ZHAO, Wenhao LIU, Bo LI, Sainan WANG, Hansong YU, Wei YU

“…The optimal degreasing process of soybean dregs was optimized by single-factor experiments and response surface methodology. …”
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The Establishment of a Discrete Element Model of Wheat Grains with Different Moisture Contents: A Research Study by He Li, Guangmeng Guo, Lu Xun, Junhao Lu, Huanhuan Chen, Gongpei Cui

“…This universal calibration method not only provides convenient and reliable technical support for optimizing the emergency rapid dehumidification process for high-moisture wheat grains but also provides a reference method for the calibration of other grains.…”
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Concurrent Adaptive Control for a Robotic Leg Prosthesis via a Neuromuscular-Force-Based Impedance Method and Human-in-the-Loop Optimization by Ming Pi

“…This paper proposes an adaptive human–robot concurrent control scheme that achieves the appropriate gait trajectory for a robotic leg prosthesis to improve the wearer’s comfort in various tasks. To accommodate different wearers, a neuromuscular-force-based impedance method was developed using muscle activation to reshape gait trajectory. …”
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Meshing Characteristics Analysis of a High-speed-ratio Compound Gear with Small Tooth Difference by Zhu Feihong, Song Chaosheng, Chang Le, Lü Zhenyu, Du Xuesong, Huang Yucheng

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Understanding the Role of Diversity in Ensemble-Based AutoML Methods for Classification Tasks by Salomey Osei, Andres R. Masegosa, Antonio D. Masegosa

“…This work provides theoretical and empirical evidence that diversity is critical to the success of ensemble-based AutoML methods and a deeper understanding of diversity’s impact on generalization performance and the role of the different AutoML phases. …”
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Influence of Ion Flow Field on the Design of Hybrid HVAC and HVDC Transmission Lines with Different Configurations by Jinyuan Xing, Chenze Han, Jun Tian, Hao Wu, Tiebing Lu

“…By optimizing the coefficient matrix, the calculation efficiency of the iterative process of the electric field in the time domain is greatly increased. …”
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Prognostic value of different lymph node staging methods for node-positive cardia gastric cancer: a register-based retrospective cohort study by Min Bao, Cheng Zhang, Xiao-Qing Wang

“…Calibration plots showed satisfactory results for internal and external validity of the nomogram.Conclusions LNR and LODDS staging methods have better prognostic efficacy than the traditional N staging method in CGA with node metastasis. …”
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A Continuous Space Path Planning Method for Unmanned Aerial Vehicle Based on Particle Swarm Optimization-Enhanced Deep Q-Network by Le Han, Hui Zhang, Nan An

“…This method divides the agent’s surrounding space into discrete and continuous action spaces. …”
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Refrigerant Circuitry Optimization for Heat Pump Finned-tube Evaporators with Integer Gradient Descent Algorithm by Zhang Hao, Hou Zefei, Li Xingdang, Fan Chaochao, Yan Gang, Chu Wenxiao, Wang Qiuwang

“…With the proposed optimization method, the optimum evaporator refrigerant circuits corresponding to the heat transfer capacity in the range of 2000–6000 W were selected.…”
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Performance evaluation, prediction analysis and optimization of experimental ORC using artificial neural networks (ANN) by Diki Ismail Permana, Federico Fagioli, Maurizio De Lucia, Dani Rusirawan, Istvan Farkas

“…While many experimental studies on ORC have been conducted, significant gaps remain in accurately predicting unknown or unmeasured data and identifying optimal operating conditions. This research addresses these challenges using machine learning, specifically an artificial neural network (ANN), a self-learning and nonlinear method capable of approximating complex functions, making it ideal for ORC prediction models. …”
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Regulated the electrokinetic application of different plant growth stages and parameters enhance the economic extraction of soil heavy metals by Hongyan Ma, Ming Zhao, Na Yang, Linhui Feng, Lirong Wang, Chen Jiang, Ming Jiang, Jianfang Guo, Tianguo Li

“…IntroductionElectrokinetic-assisted phytoremediation (EKAPR) improved the heavy metal accumulation has been extensively covered, but the uneconomic of heavy metal extraction increment unit energy consumption (EHME) limits its development.MethodsThe feasibility from the dual perspectives of regulated the electrokinetics application of different growth stages of Sedum plumbizincicola and electrochemical parameters affecting power consumption to enhance the EHME of EKAPR system were investigated.ResultsResults shown that electrokinetic promoted heavy metals accumulation of S. plumbizincicola significantly, and it not show positive correlation absolutely with the application time. …”
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