Super-resolution reconstruction of mine image based on generative adversarial network by Fan ZHANG, Ying LIU, Hui SONG, Jiarong ZHANG, Haixing CHENG

“…Finally, the trained generator model is used to reconstruct the mine images by 2 times and 4 times super-resolution, and subjective visual analysis and objective evaluation were carried out on the experimental results. …”
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Active interaction strategy generation for human-robot collaboration based on trust by Yujie Guo, Pengfei Yi, Xiaopeng Wei, Dongsheng Zhou

“…Finally, each time an object operation was completed, the robot’s performance evaluation and optimal strategy generation methods worked together to automatically generate the optimal strategy of the robot for the next step until the entire collaborative task was completed. …”
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Architectural Gaps in Generative AI: Quantifying Cognitive Risks for Safety Applications by He Wen, Pingfan Hu

“…<b>Background</b>: The rapid integration of generative AIs, such as ChatGPT, into industrial, process, and construction management introduces both operational advantages and emerging cognitive risks. …”
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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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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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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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