Enhancing data analysis and programming skills through structured prompt training: The impact of generative AI in engineering education by Ashish Garg, K. Nisumba Soodhani, Ramkumar Rajendran

“…We assessed participants' performance in data analysis tasks using Python, with pre-tests and post-tests measuring their skills in programming across three Bloom's taxonomy levels (understanding, application, and analysis). …”
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Polynomial modelling of high-quality yet incomplete rare earth element data sets and a holistic assessment of REE anomalies by David M. Ernst, Joachim Vogt, Michael Bau, Malte Mues

“…Additionally, we provide a procedure to quantify REE anomalies, including uncertainties, which were usually not determined in the past but are essential for scientific comparison of REE anomaly data between different data sets. All Python scripts are provided.…”
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Heatmaps on Radiological Safety in Minimally Invasive Midfoot Fusion: A Cadaver Study by Bedri Karaismailoglu MD, FEBOT, Matthias Peiffer MD, Fernando Raduan MD, Julian Hollander Bsc, Ashley Knebel MS, John Y. Kwon MD, Lorena Bejarano-Pineda MD, Soheil Ashkani-Esfahani MD, Christopher P. Miller MD

“…These coordinates were then inputted into a custom-made Python script to generate heatmaps. Results: Successfully generated heatmaps encompassed the DNVB, ATT, EDL, EHL, and SPN, on AP and oblique fluoroscopy images of the foot. …”
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Increasing the Speed of Fractal Image Compression Using Two-Dimensional Approximating Transformations by Maydaniuk V. P., Arseniuk I. R., Lishchuk O. O.

“…The main disadvantage of the fractal method is the low rate of encoding, which is due to the fact that in order to obtain high image quality for each rank block, it is necessary to perform a search of all domain blocks, and for each domain block, at least eight affine transformations must be performed. …”
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Psychological consultation apps in Saudi Arabia: A study for experts' evaluation and users' points of view. by Abdulmohsen Saud Albesher, Maymunah Faheem Alwahib

“…Data cleaning was performed using Python libraries, which handled missing data and removed duplicate entries. …”
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Methodology for extracting narratives from social media big data by E. Yu. Petrov, A. Yu. Sarkisova, D. O. Dunaeva, A. S. Voronov, M. G. Myagkov

“…The results contribute to international research on public opinion and communication in crises and can serve as a basis for practical actions aimed at improving the quality of public communications and decision-making at all levels of government.…”
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Covid-19 in hospitals: Studying influencing factors through agent-based modelling. by Philippos Michaelides, Ştefan Sarkadi

“…Surgical masks, especially when worn by all individuals, also have a significant impact. …”
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Hardware and software complex for operational management of a flexible site of highly efficient assembly production by V. Smolij, N. Smolij, M. Shvydenko, S. Voloshyn

“…The Petri net modelling method in the created hardware and software complex made it possible to compare several options for the operational management organisation and to obtain a living grid of a non-accumulating system in which all transitions were activated at least once, and so, obtaining a working option for the effective production process organisation…”
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A Unified Framework for Fast Large-Scale Portfolio Optimization by Weichuan Deng, Paweł Polak, Abolfazl Safikhani, Ronakdilip Shah

“…Our findings emphasize that AP-Trees and PCA-based factor models consistently outperform all other approaches in out-of-sample portfolio performance. …”
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Exploration of 3D Coal Seam Geological Modeling Visualization and Gas Content Prediction Technology Based on Borehole Data by Xiangfeng Zhao, Tianxuan Hao, Huiyan Feng, Fan Li, Xu Li

“…The pykrige package under Python is used to interpolate the obtained coal seam thickness. …”
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TerrAInav Sim: An Open-Source Simulation of UAV Aerial Imaging from Map-Based Data by Seyedeh Parisa Dajkhosh, Peter M. Le, Orges Furxhi, Eddie L. Jacobs

“…Without the need to physically fly a drone, the virtual Python UAV performs a raster search to capture images. …”
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Lipid-lowering therapy in outpatients of different ages with coronary artery disease by S. K. Zyryanov, S. B. Fitilev, A. V. Vozzhaev, I. I. Shkrebniova, N. N. Landyshev, Ya. G. Voronko, A. M. Lutsenko

“…LLT prescription rates were equally high in all ages — 92,9%, 85,9%, and 81,6% in groups 1, 2, and 3 respectively (p>0,05). …”
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RETRACTED ARTICLE: Integral effects of brassinosteroids and timber waste biochar enhances the drought tolerance capacity of wheat plant by Irfana Lalarukh, Syeda F. Amjad, Nida Mansoora, Sami A. Al-Dhumri, Abdullah H. Alshahri, Mohammad M. Almutari, ‏Fatimah S. Alhusayni, Wasimah B. Al-Shammari, Peter Poczai, Mohamed H. H. Abbas, Doaa Elghareeb, Khadija tul Kubra, Ahmed A. Abdelhafez

“…Also, heat-map conceits between measured variables were calculated using the Python software. Key results indicate that drought stress led to significant reductions in all studied vegetative growth parameters (root and shoot biomasses) and photosynthetic pigments (chlorophyll a, b and total contents) while raised the levels of oxidative stress indicators. …”
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Analyzing Patient Complaints in Web-Based Reviews of Private Hospitals in Selangor, Malaysia, Using Large Language Model–Assisted Content Analysis: Mixed Methods Study by Muhammad Hafiz Sulaiman, Nora Muda, Fatimah Abdul Razak

“…The codebook was then used to code (label) all reviews in the dataset. The thematic codes were then summarized into themes using factor analysis to increase interpretability. …”
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Infliximab monitoring in Crohn’s disease: a neural network approach for evaluating disease activity and immunogenicity by Luis Eduardo Miani Gomes, Livia Moreira Genaro, Marina Moreira de Castro, Renato Lazarin Ricci, Livia Bitencourt Pascoal, Filipe Botto Crispim Silva, Pedro Henrique Leite Bonfitto, Michel Gardere Camargo, Ligiana Pires Corona, Maria de Lourdes Setsuko Ayrizono, Anibal Tavares de Azevedo, Raquel Franco Leal

“…Safe and affordable tests have led to the active implementation of therapeutic drug monitoring (TDM) in clinical practice, which, although not yet widely available across all health services, has been proven effective. …”
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Next-generation cutting-edge hybrid AI frameworks for predicting rheological properties and CO₂ emissions in alkali-activated concrete by Lu Zhang, Kangning Liu, Ali H. AlAteah, Sadiq Alinsaif, Muhammad Sufian, Ayaz Ahmad

“…The results demonstrated that all models achieved high prediction accuracy (R² > 0.9), with ANFIS-GA outperforming the others across all parameters. …”
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Prediction Model for the Chloride Ion Permeability Resistance of Recycled Aggregate Concrete Based on Machine Learning by Pengfei Gao, Yuanyuan Song, Jian Wang, Zhiyong Yang, Kai Wang, Yongyu Yuan

“…A graphical user interface (GUI) was developed based on Python 3.8 software to facilitate the use of machine learning models for the chloride ion permeability resistance of RAC. …”
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CyberUnits Bricks: An Implementation Study of a Class Library for Simulating Nonlinear Biological Feedback Loops by Johannes W. Dietrich, Nina Siegmar, Jonas R. Hojjati, Oliver Gardt, Bernhard O. Boehm

“…We compared several programming languages that are commonly used in biomedical research (S in the R implementation and Python) or that are optimized for speed (Swift, C++ and Object Pascal). …”
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Assessment of Patient Satisfaction with the Results of Total Hip Replacement by A. D. Botvinkin, V. A. Koryak, I. D. Zarva, N. V. Tishkov, O. M. Chernikova, V. A. Sorokovikov

“…Statistical analysis was performed using EpiInfo software (version 7.2.2.2), Python programming language, and SciPy package version 1.11.4.Results. …”
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Transfer Learning based Image Classification of Diseased Tomato Leaves with Optimal Fine-Tuning combined with Heat Map Visualization by Sivakumar Palanıswamy, Vijayakumar Vaıthyam Rengarajan, Sandhya Devi Ramıah Subburaj

“…The most identified limitation in the study of plant pathology is the availability of datasets with visual symptoms that covers all the possible diseases of one crop or plant species. …”
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