Integrating LLM-based code optimization with human-like exclusionary reasoning for computational education by Yi Rong, Tianfeng Du, Roubing Li, Wenting Bao

“…We address this limitation by formulating exclusionary reasoning-the human practice of asking “Should I optimize?” before acting-as an explicit decision layer in the code-optimization pipeline. …”
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Enhancing Visual-Language Prompt Tuning Through Sparse Knowledge-Guided Context Optimization by Qiangxing Tian, Min Zhang

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Optimal Design of NRD Grating Bandpass Filters for THz Application Using GA and EIM by Md. Iquebal Hossain Patwary, Akito Iguchi, Yasuhide Tsuji

“…As the NRD guide has a non-radiative nature, the NRD grating bandpass filters that have been reported for millimeter-wave circuits are more suitable to design in THz-wave range. In this paper, we present THz NRD grating bandpass filters and develop an efficient optimal design method to realize these devices based on genetic algorithm (GA) and effective index method (EIM). …”
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Search direction optimization of power flow analysis based on physics-informed deep learning by Baoliang Li, Qiuwei Wu, Yongji Cao, Changgang Li

“…Power flow analysis is crucial for obtaining power system operation states and optimizing control measures. The increasing integration of renewable energy sources has resulted in a more complex power system, posing challenges to the computational efficiency and convergence of conventional power analysis methods. …”
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Optimization Method for Transit Signal Priority considering Multirequest under Connected Vehicle Environment by Song Xianmin, Yuan Mili, Liang Di, Ma Lin

“…According to the bidirectional and real-time information transmission under connected vehicle environment, this paper establishes a more accurate forecasting model of bus travel time. …”
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Optimizing community-based artisanal fisheries approach to improve coastal resilience and community livelihoods by Teguh Prawira Wahyu, Widyasari Vincentia, Widyanto Adi

“…This paper explores the optimization of community-based (CB) artisanal fisheries management as a means to enhance coastal resilience and improve livelihoods. …”
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From Narrow and Elongated to Proportional: Enhancing Cultivation through Shape Optimization in Rural Landscapes by Latifah Nur Milati, Dwi Wulan Pujiriyani, Sugiasih

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Global and regional perspectives on optimizing thermo-responsive dynamic windows for energy-efficient buildings by Yuan Gao, Jacob C. Jonsson, D. Charlie Curcija, Simon Vidanovic, Tianzhen Hong

“…Through a global-scale analysis, we explore over 100 material samples and execute more than 2.8 million simulations across over two thousand global locations. …”
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A novel framework for optimizing residential load response planning with consideration of user satisfaction by Mohammad Hossein Erfani Majd, Gholam-Reza Kamyab, Saeed Balochian

“…The proposed method utilizes the Meerkat Optimization Algorithm (MOA), which is compared against other optimization algorithms, including Genetic Algorithm (GA), Particle Swarm Optimization (PSO), and Teaching-Learning-Based Optimization (TLBO). …”
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Theta oscillations optimize a speed-precision trade-off in phase coding neurons. by Adrián F Amil, Albert Albesa-González, Paul F M J Verschure

“…Extending the analysis beyond the hippocampus, we propose that theta oscillations could also support efficient stimulus encoding in the visual cortex and olfactory bulb. More broadly, our framework lays the foundation for studying how system features, such as noise, constrain the optimal sampling frequencies in both biological and artificial brains.…”
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Enhancing dental model accuracy through optimized vat photopolymerization additive manufacturing parameters by Clément Tien, Camille Jean, Lucas Poupaud, Floriane Laverne, Frédéric Segonds

“…Further research is recommended to determine optimal settings for different resins and more complex dental structures.…”
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Sine Cosine Optimization With Deep Learning–Driven Object Detector for Visually Impaired Persons by Hadeel Alsolai, Fahd N. Al-Wesabi, Abdelwahed Motwakel, Suhanda Drar

“…Finally, the Harris Hawks optimization (HHO) technique is used to adjust the hyperparameters of the DSAE model. …”
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Power and Time Slot Allocation in Cognitive Relay Networks Using Particle Swarm Optimization by Pouya Derakhshan-Barjoei, Gholamreza Dadashzadeh, Farbod Razzazi, S. Mohammad Razavizadeh

“…Helping primary users provides more opportunities for secondary users to access the channel since the primary users can release the channel sooner. …”
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Equivalent and Efficient Optimization Models for an Industrial Discrete Event System with Alternative Structural Configurations by Juan-Ignacio Latorre-Biel, Emilio Jiménez-Macías, Mercedes Pérez de la Parte

“…For this reason, their design and operation may be carried out by the application of optimization techniques for decision making in order to obtain their highest performance. …”
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Rheological investigation and optimization of crumb rubber-modified bitumen production conditions in the plant and laboratory by Kök Baha Vural, Özdemir Ahmet Münir

“…In contrast, plant-scale production typically follows a more rapid and simplified process. In this study, bitumen containing 8% CR, modified under plant and laboratory conditions with varying mixing speeds and durations, was rheologically analyzed. …”
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Research on formant estimation algorithm for high order optimal LPC root value screening by Hua LONG, Shumeng SU

“…And accurately the location of the root corresponding to formant root values in the unit circle is accurately located. (3) The revised signal prediction formant is more accurate by reweighting the speech frequency power.The spectrum envelope energy is more concentrated after power weighting.At order 18, the aliasing interference caused by the peak frequency of the formant at 1363Hz to 1359Hz is eliminated. …”
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An Optimization Model of Multi-Intersection Signal Control for Trunk Road under Collaborative Information by Xun Li, Zhengfan Zhao, Li Liu, Yao Liu, Pengfei Li

“…We proposed a signal control optimization model for urban main trunk line intersections. …”
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Enhancing phishing detection with dynamic optimization and character-level deep learning in cloud environments by Vishnukumar Ravula, Mangayarkarasi Ramaiah

“…To address these emerging threats, this study introduces a novel Dynamic Arithmetic Optimization Algorithm with Deep Learning-Driven Phishing URL Classification (DAOA-DLPC) model for cloud-enabled IoV infrastructure. …”
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Parametric study and optimization of energy consumption in batch reverse osmosis for constant permeate flowrate by Abdeljalil Chougradi, Ahmed Abed

“…This study proved also the existence of an optimal net differential pressure for minimizing specific energy consumption, and provided its analytical expression.…”
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Reinforcement learning and digital twin-driven optimization of production scheduling with the digital model playground by Arne Seipolt, Ralf Buschermöhle, Vladislav Haag, Wilhelm Hasselbring, Maximilian Höfinghoff, Marcel Schumacher, Henrik Wilbers

“…This establishes the DMPG as a valuable tool for advancing the digital transformation of manufacturing systems, affirming its potential impact on the future of production optimization. Currently, planned extensions include the integration of more optimization algorithms and Process Mining techniques, to further enhance the usability of the framework.…”
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