Optimization of Thermoelectric Module Configuration and Cooling Performance in Thermoelectric-Based Battery Thermal Management System by Songqiao Fu, Hongmao Qin

“…To resolve the conflict between cooling efficiency and input power in existing battery thermal management systems based on thermoelectric cooling, this paper proposes an optimization method for the layout of thermoelectric devices. …”
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Numerical Simulation Study on Optimization of Multiparameter Combination for Horizontal Well Fracturing in Nonhomogeneous Conglomerate Reservoirs by Zehao Xu, Haiyang Zhao, Xiangjun Liu, Xiong Zhang, Pandeng Luo, Lixi Liang

“…Optimizing multicluster fracturing designs in heterogeneous conglomerate reservoirs is critical due to their complex characteristics. …”
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Integrated Analysis of Volatile Metabolites in Rose Varieties: Effects of Cultivar Differences and Drying Temperatures on Flavor Profiles by Jun Zhang, Meile Sun, Xiangrong Ren, Jing Yang, Yijie Zhang, Jingtao Hui, Pengbing Li, Jianfei Tao, Tianzhi Liu, Guocang Lin

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Direct measurement and optimization of the polarization-dependent modulation depth in super-resolution structured illumination microscopy by Linbo Wang, Simin Li, Xiaohu Chen, Xin Jin, Jie Zhang, Hui Li, Gang Wen

“…This measurement method greatly reduces the dependence of modulation depths on the samples, and then developed a polarization optimization method to achieve high modulation depth at all orientations by actively and quantitatively compensating for the additional phase difference using a combination of waveplate and a liquid crystal variable retarder (LCVR). …”
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Simulation of Natural Gas Pipeline Networks Based on Roughness Optimization Algorithm and Global Mesh Refinement by Yi Yang

“…The numerical model of the natural gas pipeline system, which consists of governing equation of the pipeline fluid flow and characteristic equations of equipment, is firstly obtained by using an implicit finite difference method for discretization. The roughness identification problem is then transformed into an optimization problem by minimizing the error between measured and simulated values. …”
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Optimizing Fall Risk Diagnosis in Older Adults Using a Bayesian Classifier and Simulated Annealing by Enrique Hernandez-Laredo, Ángel Gabriel Estévez-Pedraza, Laura Mercedes Santiago-Fuentes, Lorena Parra-Rodríguez

“…A total of 47 features from 181 records (40 Center of Pressure (CoP) indices and 7 patient descriptive variables) were analyzed. The wrapper method of feature selection using the SA algorithm was applied to optimize the cost function based on the difference of the mean minus the standard deviation of the Area Under the Curve (AUC) of the fall risk classifiers across multiple dimensions. …”
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Optimization of New Energy Storage System Configurations Considering Wind–Solar Energy Consumption Capacity by Haonan Dong, Zuoliang Yu, Yuehua Li, Qianwen Han, Li Zhou

“…In order to reduce energy waste caused by insufficient absorption capacity, improve the stability and reliability of the wind and solar energy storage system, reduce power costs, reduce greenhouse gas emissions, and enhance environmental benefits. A new optimization method for vanadium redox batteries that considers the wind and solar absorptive capacity is studied. …”
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Comparative analysis of three experimental methods for revealing human fecal microbial diversity by Caiqing Yao, Yu Zhang, Lijun You, Jingjing E, Junguo Wang

“…Moreover, based on the CEMS results, growth rate index (GRiD) values for various strains on different media were calculated to predict the optimal medium for bacterial growth; this method can be used to design new media for intestinal microbial isolation, promote the recovery of specific microbiota, and obtain new insights into the human microbiome diversity. …”
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Federated Bayesian Deep Learning: The Application of Statistical Aggregation Methods to Bayesian Models by John Fischer, Marko Orescanin, Justin Loomis, Patrick Mcclure

“…Unfortunately, because the weights and biases in Bayesian DL models are defined by a probability distribution, simple application of the aggregation methods associated with FL schemes for deterministic models is either impossible or results in sub-optimal performance. …”
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Automated Thermal Optimization of Pinfin Heatsinks for Three-Phase Multichip SiC Power Modules by Xiaoshuang Hui, Puqi Ning, Tao Fan, Yuhui Kang, Zhiqiang Wang

“…Based on the proposed automated optimization approach, optimizations for reducing thermal redundancy chips and minimizing temperature difference were respectively carried out for designed three-phase SiC power module. …”
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Optimization of functionally graded materials to make stress concentration vanish in a plate with circular hole by Hassan Mohamed Abdelalim Abdalla, Francesco De Bona, Daniele Casagrande

“…Numerical optimal solutions are reported in graphical forms, thoroughly discussed and validated by means of the finite element method. …”
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Support Vector Regression-Based Optimization for Triple Friction Pendulum Bearings: Achieving Computational Efficiency by Mahnaz Akbarzaghi, Behrooz Ahmadi Nedushan, Hamed Tajammolian

“…Additionally, no single kernel function consistently outperforms others across all optimization problems within the SVR method. In this study, the Gaussian kernel yielded superior results for the peak floor acceleration objective, while the Matérn 5/2 kernel provided better performance for the inter-story drift objective. …”
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Research on Multi-Machine Pre-Synchronization Control and Optimization Based on Parallel Recovery Black Start by Zhongping Ruan, Shuye Ding, Yizhi Chen

“…To address this challenge, this paper proposes an enhanced parallel restoration strategy for a multi-source black start. Optimizing phase-angle control reduces the dependency on phase-locked loops (PLLs), mitigates phase-angle difference jumps, and accelerates the pre-synchronization process. …”
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From Topology Optimization to Complex Digital Architecture: A New Methodology for Architectural Morphology Generation by Kangqiang Lin, Yongpeng He, Yang Yang, Lei Xiong

“…It is found that small changes in optimization parameters will bring great differences in topological results. …”
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Optimizing the Vegetation Health Index for Agricultural Drought Monitoring: Evaluation and Application in the Yellow River Basin by Qinghou Hang, Hao Guo, Xiangchen Meng, Wei Wang, Ying Cao, Rui Liu, Philippe De Maeyer, Yunqian Wang

“…To enhance the vegetation health index (VHI), the optimal time scale for the standardized precipitation evapotranspiration index (SPEI) was determined by using the maximum correlation coefficient method, and the calculation method for VHI was optimized. …”
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Evaluating the thermal behavior and structural integrity of potato cold storage facilities: insights for design optimization by Ismail Cengiz Yilmaz, Deniz Yilmaz, Ebru Mancuhan, Ibrahim Timucin Ince

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Land optimization using two rice-fish planting patterns for environmental benefits and farmer welfare by D. Yadi Heryadi, Muhammad Rafiek, Muhammad Zaini, Ristina Siti Sundari, Tenten Tedjaningsih, Sarmidi Sarmidi

“…One of the ways to optimize the potential of land to increase the income of lowland rice farmers is to engineer land from a monoculture system to a diversified rice-fish cultivation system. …”
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Zero-Phase CARIMA Filtering and Application in Wind-Storage System Sizing and Power Dispatch Optimization by Wei Wang, Peng Chen, Guorui Ren, Jizhen Liu, Fang Fang, Zhe Chen

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Integrated evaluation and optimization of acid fracturing effectiveness in carbonate reservoirs: Experimental insights and field validation. by Peng Lu, Songlei Li, Jinsong Liu, Nan Yuan, Heng Liu

“…To address these issues, this study systematically evaluates post-acid fracturing effectiveness in carbonate reservoirs, aiming to provide robust scientific and technical guidance for stimulation optimization. A comprehensive multi-method assessment framework was employed, integrating laboratory experiments, operational curve analysis, real-time fracture monitoring, and production logging. …”
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Multi-layer Embedded Optimization of Microgrid Capacity Considering Price and Incentive/Compensation Coupling Mechanism by Xianhui ZHU, Xu HU, Nan SHI, Yao ZHANG, Jingwen ZHONG

“…This study proposes a collaborative optimization idea of source and load sides by combining multiple response mechanisms to fully tap the ability of two-way interaction between supply and demand sides to stabilize the difference between source and load in the microgrid. …”
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