Optimization method for determining vertices in lattice radiotherapy by Pan Ma, Yingjie Xu, Yuhe Yao, Ningning Lu, Jianrong Dai

“…Volumetric modulated arc therapy plans were retrospectively regenerated using the initial vertices produced by closest packing (Plan_Clo) and vertices obtained after ASA optimization (Plan_Opt). The peak-to-valley index (PVI) that characterizes the difference between peak and valley doses was introduced to evaluate the performance.ResultsA statistically significant difference was observed in the average PVI between Plan_Clo and Plan_Opt (p = 0.000). …”
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An Adapted Ant Colony Optimization for Feature Selection by Duygu Yilmaz Eroglu, Umut Akcan

“…As information technologies evolve, they generate vast and ever-expanding datasets. This wealth of high-dimensional data presents challenges, including increased computational demands and difficulties in extracting valuable insights. …”
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STATE PREDICTION OF WIND TURBINE GENERATOR BASED ON K-CNN AND N-GRU (MT) by CHAI Tong, YUAN YiPing, MA JunYan, FAN PanPan

“…Secondly, to solve the problem of ignoring shallow features in traditional feature extraction, CNN was used to extract the features of one-dimensional fusion parameters in layers, and KPCA was used to reduce the feature extraction results of different layers to one dimension. Then, to solve the problem of parameter optimization of the traditional GRU algorithm, the neural network architecture search was used to improve the GRU algorithm, and the N-GRU model was obtained. …”
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Triplane generator-based NeRF-GAN framework for single-view ship reconstruction by Tao Liu, Shiqi Geng, Yucheng Fu, Zhengling Lei, Yuchi Huo, Xiaocai Zhang, Fang Wang, Bing Han, Mei Sha, Zhongdai Wu

“…Initially, a priori statistical analysis of the dataset is conducted to harness color distribution information for noise generation. Subsequently, a novel generator and mask module are engineered to produce optimized feature outputs. …”
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Algorithms for Load Balancing in Next-Generation Mobile Networks: A Systematic Literature Review by Juan Ochoa-Aldeán, Carlos Silva-Cárdenas, Renato Torres, Jorge Ivan Gonzalez, Sergio Fortes

“…Background: Machine learning methods are increasingly being used in mobile network optimization systems, especially next-generation mobile networks. …”
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DEVELOPMENT OF A NEW GENERATION OF TORNUM REX MINING GRAIN DRYERS AND THEIR DESIGN METHODS by V. Fitsyk

“…This approach to modeling using CFD can be applied to new technological processes, as well as to evaluate and optimize already established conventional systems.…”
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Analysis of different genotyping and selection strategies in laying hen breeding programs by Lisa Büttgen, Henner Simianer, Torsten Pook

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Application of Membrane Capacitive Deionization as Pretreatment Strategy for Enhancing Salinity Gradient Power Generation by Seoyeon Lee, Juyoung Lee, Jaehyun Ju, Hyeongrak Cho, Yongjun Choi, Sangho Lee

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Optimization of LDPC Codes over the Underwater Acoustic Channel by Shengxing Liu, Aijun Song

“…Furthermore, using differential evolution technique, we develop an EXIT-aided method to optimize LDPC codes for the underwater acoustic channel. …”
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A numerical model and comparative investigation of a thermoelectric generator with novel profile designs by Tan Nguyen Tien, Duc Tran Duy, Vinh Nguyen Duy, Dien Vu Minh, Hoa Binh Pham, Quang Khong Vu

“…Therefore, the results show that the different temperatures between the central fluid of the cooling exchanger and the top plate plane of TEG in optimized alternatives are larger than in the commercial model (i.e., 185 K and 183 K for optimal alternatives and 167 K for the commercial model with 5 L/min of mass flow rate inlet).…”
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Chromosomal Instability in Various Generations of Human Mesenchymal Stem Cells Following the Therapeutic Radiation by Majid Sadeghi Moghadam, Hosein Azimian, Jalil Tavakol Afshari, Mohammad Taghi Bahreyni Toossi, Najmeh Kaffash Farkhad, Seyed Hamid Aghaee-Bakhtiari

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Exploring Procedural Content Generation of Environments for Virtual Museums: A Mixed-Initiative Approach by Claudio Rubio, Nicolas A. Barriga, Ben Ingram, Huizilopoztli Luna-García, Felipe Besoain

“…The system is validated through a Grid Search Method experiment that seeks to identify the combination of genetic operators that maximizes performance in arranging artworks in a virtual museum and evaluate how modifications to these operators affect the performance of different evolutionary executions. …”
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Nav2Scene: Navigation-driven fine-tuning for robot-friendly scene generation by Bowei Jiang, Tongyuan Bai, Peng Zheng, Tieru Wu, Rui Ma

“…We conduct experiments on the 3D-FRONT dataset for different tasks including scene generation, completion and re-arrangement. …”
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Optimization and Implementation of Efficient and Universal Quantum Key Distribution by Da-jun Huang, Wen-zhe Zhong, Jin Zhong, Dong Jiang, Hao Wu

“…And the statistical properties of the generated bits are fully assessed using different methods. …”
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Generation and Balancing Capacity in Future Electric Power Systems-Scenario Analysis Using Bayesian Networks by Seppo Borenius, Pekka Kekolahti, Petri Mahonen, Matti Lehtonen

“…The primary contribution of this paper is the development of an extensive Bayesian Network, designed to model and analyze the evolution of power generation capacity mix, assess the likelihood of different grid management scenarios, and understand the causal relationships underlying these scenarios. …”
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Integrating HVAC condenser airflow and exhaust gas heat for enhanced thermoelectric power generation by Rassol Hamed Rasheed, Ahmed Mohsin Alsayah, Mohammed J. Alshukri, Chadi Nohra, Jalal Faraj, Samer Ali, Mahmoud Khaled

“…By immediately transforming temperature differentials into electrical power, thermoelectric generators (TEGs) provide a sustainable option. In order to maximize TEG-based power generation, this work suggests and evaluates a novel hybrid system that integrates airflow from heating, ventilation, and air conditioning (HVAC) condensers with waste heat from exhaust gases. …”
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Brush, byte, and bot: quality comparison of artificial intelligence-generated pediatric dental advice across ChatGPT, Gemini, and Copilot by Deepika Kapoor, Deepanshu Garg, Santosh Kumar Tadakamadla

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Study on the Disturbed Mechanical Behavior and Energy Evolution Characteristics of Deep Roof Rock Considering Spatio-Temporal Effects by WANG man, ZHANG Yang, XIE Jing, NIU Zehua, DENG Huchao, YANG Bengao, ZHAO Lijuan, D ING Xiaogang, GAO Mingzhong

“…The unloading disturbance stress generated by the mining process of target coal seam in the lateral dimension is generalized as an increase in axial compression and a decrease in confining pressure, and the difference in stress path of different disturbance areas is achieved by changing the amplitude of the confining pressure reduction. …”
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Optimization of Spore Purification and Quality Assessment in Paenibacillus Species by Souichirou Kawai, Miyo Nakano

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Synergistic evolution of dual-precipitation and reverted austenite on mechanical properties in 2.4 GPa ultrahigh strength steel by Aijun Li, Yangxin Wang, Xinyu Jin, Jiaxin Liu, Chundong Hu, Han Dong

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