Comparing Large Language Models and Human Programmers for Generating Programming Code by Wenpin Hou, Zhicheng Ji

“…The coding performance of GPT‐4 varies considerably with different prompt strategies. In most LeetCode and GeeksforGeeks coding contests evaluated in this study, GPT‐4, employing the optimal prompt strategy, outperforms 85 percent of human participants in a competitive environment, many of whom are students and professionals with moderate programming experience. …”
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Evolution of Algorithms and Applications for Unmanned Surface Vehicles in the Context of Small Craft: A Systematic Review by Luis Castano-Londono, Stefany del Pilar Marrugo Llorente, Edwin Paipa-Sanabria, María Belén Orozco-Lopez, David Ignacio Fuentes Montaña, Daniel Gonzalez Montoya

“…The study of the evolution of works on USVs was carried out based on the results of the meta-analysis generated with the Bibliometrix tool. …”
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GOAL ORIENTED SMART PORTFOLIO OPTIMIZATION by Ayush Deshpande, Rohan Gore, Sankirti Shiravale, Shubham Chougule, Samarth Bahirgonde

“…Basic portfolios are generated using equal-weighted strategies followed by generating optimized portfolios by applying different optimization techniques: Monte Carlo simulation, Efficient Frontier, and the Black-Litterman model. …”
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Rapid and reproducible generation of glioblastoma spheroids for high-throughput drug screening by Christian Bach, Annegret Glasow, Rainer Baran-Schmidt, Henry Oppermann, Christoph Bach, Jürgen Meixensberger, Erdem Güresir, Frank Gaunitz

“…The size of the inner core of dead cells was different in the various cell lines and developed differently during the incubation period. …”
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The Influence of Cell Temperature and Installation Angle on Photovoltaic Energy Generation in Iran by Ali Ghayedhosseini, Hossein Yousefi, Amirhossein Fathi, Hassan Emad

“…This study investigates the impact of cell temperature on the optimal installation and forecasting of photovoltaic (PV) power generation in Iran. …”
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EEG assessment of artificial intelligence-generated content impact on student creative performance and neurophysiological states in product design by Shuxin Wang, Xin Tao, Hongbo Ma, Fanglian Li, Chuanqi Wu

“…ObjectivesThe purpose of this study has been to evaluate the use of Artificial Intelligence-Generated Content (AIGC) tools in design education, in terms of their effects on creative performance, concentration, and relaxation levels, for university students enrolled in an undergraduate design program.MethodsAn experimental design was implemented, using two groups differentiated by their design tool usage (AIGC tools versus traditional software). …”
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Modeling and simulation of coffee bean heating during roasting: effect of heat generation by Jaime Daniel Bustos-Vanegas, Márcio Arêdes Martins, Paulo Cesar Corrêa, Fernanda Machado Baptestini, Gabriel Henrique Horta de Oliveira

“…The temperature of the coffee bean during roasting determines the sensory and nutritional quality of the beverage. Thus, evaluation of the effect of heat generated by evaporation and oxidation reactions during roasting is mandatory to elucidate this process. …”
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Next generation High-Mobility 2D chalcogenides TFT for display backplane by Prashant Bisht, Junoh Shim, Jooon Oh, Jieun Lee, Hoseong Shin, Hyeonho Jeong, Jimin Kim, Junho Lee, Hyuk-Jun Kwon, Sunkook Kim

“…The evolution of display backplane technologies has been driven by the relentless pursuit of higher form factor and superior performance coupled with lower power consumption. …”
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Research on rock fracture evolution prediction model based on Adam-ConvLSTM and transfer learning by Runze Liu, Ziwei Wang, Yanbo Zhang, Xulong Yao, Shaohong Yan, Zhiyuan Chen, Shuai Wang, Hua Li, Qi Wang

“…To address these challenges, this study develops a deep learning model based on an adaptive moment estimation optimized convolutional long short-term memory neural network (Adam-ConvLSTM) to predict the evolution of rock fractures. …”
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Optimizing decentralized implementation of state estimation in active distribution networks by Mohammad Gholami, Aref Eskandari, Sajjad Fattaheian‐Dehkordi, Matti Lehtonen

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An Extensive Study Using the Beetle Swarm Method to Optimize Single and Multiple Objectives of Various Optimal Power Flow Problems by K. Sriram, S. P. Mangaiyarkarasi, S. Sakthivel, L. Jebaraj

“…The control variables, such as real generation of power, tap setting ratio of transformers, bus voltages magnitudes, and the values of shunt capacitor, are also optimized. …”
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Hybrid optimization method for optimal site selection and sizing of a hybrid photovoltaic water pumping/diesel/battery system by Akbar Maleki, Fatemehzahra Heydari, Ali Jabari Moghadam

“…The optimal number of components, including solar panels, batteries, converters, and diesel generators, are determined. …”
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Radiology Report Annotation Using Generative Large Language Models: Comparative Analysis by Bayan Altalla’, Ashraf Ahmad, Layla Bitar, Mohammed Al-Bssol, Amal Al Omari, Iyad Sultan

“…Employing methods such as in-context learning (ICL) and retrieval-augmented generation (RAG), the study focused on generating impression sections from radiological findings. …”
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Knowledge Distillation and Transformer-Based Framework for Automatic Spine CT Report Generation by Humaira Batool, Asmat Mukhtar, Sajid Gul Khawaja, Norah Saleh Alghamdi, Asad Mansoor Khan, Adil Qayyum, Ruqqayia Adil, Zawar Khan, Muhammad Usman Akram, Muhammad Usman Akbar, Anders Eklund

“…Additionally, the proposed framework is evaluated using four different types of reports: original radiologist reports, reports without spine-level annotations, rephrased reports, and reports generated by ChatGPT-4o (ChatGPT). …”
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Generative AI vs. Traditional Databases: Insights from Industrial Engineering Applications by Jose E. Naranjo, Maria M. Llumiquinga, Washington D. Vaca, Cristian X. Espin

“…This study evaluates the efficiency and accuracy of Generative AI (GAI) tools, specifically ChatGPT and Gemini, in comparison with traditional academic databases for industrial engineering research. …”
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Overall Layout Method of Frame Structure Plane Based on Generative Adversarial Network by ZHONG Yan, LEI Xin, LONG Danbing, FANG Changjian, KANG Yongjun

“…<italic>γ</italic>_Sevaluates the distribution of columns across different building components and spaces—the lower the index, the more reasonable the arrangement. …”
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On the Stator Slot Geometry of a Cable Wound Generator for Hydrokinetic Energy Conversion by Mårten Grabbe, Sandra Eriksson, Mats Leijon

“…Practical experience from winding two cable wound generators is used to propose optimized dimensions of different parts in the stator slot geometry. …”
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Tailoring Scientific Knowledge: How Generative AI Personalizes Academic Reading Experiences by Anna Małgorzata Kamińska

“…The effectiveness of AI-generated content modifications in enhancing readability, comprehension, and relevance was evaluated. …”
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Benchmarking the optimization of optical machines with the planted solutions by Nikita Stroev, Natalia G. Berloff, Nir Davidson

“…Abstract This research focuses on developing effective benchmarks for quadratic unconstrained binary optimization instances, crucial for evaluating the performance of Ising hardware and solvers. …”
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Digital Watermarking using Dragonfly Optimization Algorithm by Satender Sharma, Usha Chauhan, Ruqaiya Khanam, Krishna Kant Singh

“…In this paper, DA is used for computing the scaling factor. The DA generated scaling factor is optimal and improves the performance of the watermarking. …”
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