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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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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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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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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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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Optimization of Spore Purification and Quality Assessment in Paenibacillus Species by Souichirou Kawai, Miyo Nakano

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Enhancing image retrieval through optimal barcode representation by Rasa Khosrowshahli, Farnaz Kheiri, Azam Asilian Bidgoli, H. R. Tizhoosh, Masoud Makrehchi, Shahryar Rahnamayan

“…Abstract Data binary encoding has proven to be a versatile tool for optimizing data processing and memory efficiency in various machine learning applications. …”
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Optimization of Physicochemical Parameters during the Electrocoagulation Cadmium Elimination by Abdelaaziz Aityoub, Abdesselam Abouelfida, Abdelaziz Benyaich, Abderrahmane Romane, Mohamed Elmeray, Rachid Idouhli, Yassine Koumya, Mohyeddine Khadiri

“…The criteria adopted during the optimization of the process are relatively different from those used in similar studies. …”
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Assessment of the antioxidant and antibacterial activities of different olive processing wastewaters. by Majdouline Belaqziz, Shiau Pin Tan, Abdelilah El-Abbassi, Hajar Kiai, Abdellatif Hafidi, Orla O'Donovan, Peter McLoughlin

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Generative Adversarial Network for Real‐Time Flash Drought Monitoring: A Deep Learning Study by Ehsan Foroumandi, Keyhan Gavahi, Hamid Moradkhani

“…GAN contains two models: (a) discriminator and (b) generator. The developed architecture in this study employs a Markovian discriminator, which emphasizes the spatial dependencies, with a modified U‐Net generator, tuned for optimal performance. …”
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Control Research on Active Pitch Control System for Horizontal-Axis Tidal-Current Turbine Generator by Fuli Zhang, Wanqiang Zhu, Shuai Zu, Xueming Zhang, Jianmei Chen, Baigong Wu, Jipeng Huang

“…Simulation was carried out on the MATLAB/Simulink (2023a) platform to evaluate the performance of the two controllers under different flow rates and interference conditions. …”
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Firefly algorithm with multiple learning ability based on gender difference by Wenning Zhang, Chongyang Jiao, Qinglei Zhou

“…Meanwhile, female fireflies update positions guided by two elite male individuals, effectively leveraging historical search information to improve exploitation capability. The performance is evaluated on 23 numerical functions, 30 CEC 2017 benchmark functions and an automatic test data generation problem. …”
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