Digital technologies in education: the view of medical students by A. G. Zabolotniy, M. E. Mirgorodskaya, A. O. Moskalenko, A. I. Loseva

“…Researches in this area often focus on the views of teachers, which highlights the need for a more in-depth analysis of students' experiences and their perceptions of digital learning.The Materials and methods: review of literary sources; statistical analysis of the results of an online survey conducted from November 1 to 15, 2024 at the Kuban State Medical University.The Results. …”
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Machine Learning‐Enabled Drug‐Induced Toxicity Prediction by Changsen Bai, Lianlian Wu, Ruijiang Li, Yang Cao, Song He, Xiaochen Bo

“…Big data and artificial intelligence (AI), especially machine learning (ML), are robustly contributing to innovation and progress in toxicology research. However, the optimal AI model for different types of toxicity usually varies, making it essential to conduct comparative analyses of AI methods across toxicity domains. …”
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Solar Tracker Control System and Solar Panel Monitoring Based on Internet of Things by I Dewa Gede Agung Raisa Giovani, Made Sumerta Yasa, I Gede Ketut Sri Budarsa, I Wayan Raka Ardana, I Made Purbhawa, I Kadek Amerta Yasa

“…Solar energy into electrical energy is still not optimally utilized. One of the methods used to optimize the use of solar energy into electrical energy through solar panels is a solar tracker system and real-time remote monitoring based on the Internet of Things. …”
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Recent Advances in Lithium Extraction by Arbee Chrystel Alera, Juan Paulo Benitez, Richard Joseph Fernandez, Carl Khleann Pascual, Faith Policarpio, Edgar Clyde Repato Lopez

“…The increasing global demand for lithium, driven by its critical role in battery technology and nuclear applications, necessitates efficient and sustainable extraction methods. Lithium, primarily sourced from brine pools, igneous rocks, and low-grade ores, is extracted through various techniques including ion exchange, precipitation, electrolysis, and adsorption. …”
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The Spatial–Temporal Characteristics of Wave Energy Resource Availability in the China Seas by Rui-Zhe Shen, Cheng-Tao Yi, Yu-Nuo Liu, Lei Wang, Kai Wu, Mu-Yu Chen, Chong-Wei Zheng

“…For coastal nations and regions, wave energy provides a localized energy solution, decreasing dependency on external energy sources and fostering the sustainable development of local economies. …”
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Design of an Efficient Deep Learning-Based Diagnostic Model for Wind Turbine Gearboxes Using SCADA Data by Xuan-Kien Mai, Jun-Yeop Lee, Jae-In Lee, Byeong-Soo Go, Seok-Ju Lee, Minh-Chau Dinh

“…The model analyzes historical operating data from wind turbine to classify gearbox conditions into normal and abnormal states. Optimizing the dataset for deep neural networks through advanced data processing methods achieves an impressive fault detection accuracy of 98.8%. …”
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Noninvasive Assessment of Coronary Artery Disease: Recent Techniques, Diagnostic Accuracy, and Clinical Implications for Modern Cardiology–A Narrative Review by Dionysia Kravarioti, Hassan Chaito, Souhail Ouardouz, Elaf Abdulnaser Al‐Saab, Magda Wojtara, Olivier Uwishema

“…This review aims to present recent Noninvasive diagnostic modalities in CAD, report and compare the diagnostic accuracy of different invasive and noninvasive tests in CAD, and analyze both the current and future clinical implications of noninvasive modalities that regularly evaluate CAD in modern cardiology. Methods Given this background and purpose, various, reliable online sources were searched to find relevant data for our narrative review. …”
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The Role of Hydrolyzed Collagen in Combating Skin Aging: A Literature Review by Ewelina Kopczyńska, Piotr Kulej, Matylda Korgiel, Michał Ciołkosz, Wiktor Biesiada, Agnieszka Skoczeń, Michał Kulesza, Mateusz Kopczyński, Justyna Woźniak

“…An individualized approach to supplementation, along with ongoing research to optimize dosages and formulations, is essential. Future studies should focus on understanding the long-term effects of collagen supplementation, exploring its impact on different demographic groups, and comparing the efficacy of various collagen sources, such as marine and bovine collagen.  …”
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Determinants and strategies of food security in smallholders' homegardens in Xiaoliangshan, SW China by Yi-Won Addi, Heping Liao, Xinan Chen, Mengran Li

“…This study examines the determinants of food security in smallholders’ homegardens in Xiaoliangshan, southwest China, through a mixed-methods approach combining field surveys, interviews, and spatial-statistical analyses. …”
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Solar Drying Technology: Current Research Trends and Future Perspectives by Nanang Apriandi, Rani Raharjanti, Avicenna An-nizami, Yusuf Dewantoro Herlambang, Yoyok Dwi Setyo Pambudi, Khoiri Rozi, Komang Metty Trisna Negara, Nur Setyowati

“…Key research efforts have focused on improving energy efficiency, optimizing drying processes, and preserving product quality. …”
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An Advanced Recomposition-Based Displaying Technique: Maximizing Image Reconstruction for Virtual Museum Applications by Jingjie Zhao, Xin Shi, Olga Yezhova, Qinchuan Zhan, Xijing Zhang

“…These methods, combined with a multi-layer aggregation algorithm that encodes deep feature representations in a Gaussian Mixture Model (GMM), enable seamless scene reconstruction with improved precision. …”
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A large language model for advanced power dispatch by Yuheng Cheng, Huan Zhao, Xiyuan Zhou, Junhua Zhao, Yuji Cao, Chao Yang, Xinlei Cai

“…We have developed a novel dataset construction technique that harnesses various data sources to fine-tune GAIA for optimal performance in this domain. …”
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Fine-grained building function recognition with street-view images and GIS map data via geometry-aware semi-supervised learning by Weijia Li, Jinhua Yu, Dairong Chen, Yi Lin, Runmin Dong, Xiang Zhang, Conghui He, Haohuan Fu

“…In this work, we propose a geometry-aware semi-supervised method for fine-grained building function recognition, which effectively uses multi-source geoinformation data to achieve accurate function recognition in both single-city and cross-city scenarios. …”
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Meta-Study on Sulphur Supply of Various Crop Species in Organic Farming Between 1998 and 2023 in European Countries—Part 1: Effects of Sulphur Supply on Plant Dry Biomass, Nitrogen... by Hartmut Kolbe

“…The results were also used to develop practical methods for determining fertiliser requirements for different crop species and the crop rotation in organic farming.…”
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Enzyme activity in germinating seeds of winter soft wheat when the light regime changes due to UV seed radiation by E. N. Simonova, N. S. Kravchenko

“…Stimulation during seed germination, which accelerates seed growth and foliage development, includes electrophysical methods, in particular, seed treatment with ultraviolet radiation. …”
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Artificial intelligence prompt engineering as a new digital competence: Analysis of generative AI technologies such as ChatGPT by Pawel Korzynski, Grzegorz Mazurek, Pamela Krzypkowska, Artur Kurasinski

“…Research Design & Methods: This research utilized a narrative and critical literature review and established a conceptual framework derived from existing literature taking into account both academic and practitioner sources. …”
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Gravity and Magnetic Separation for Concentrating Critical Raw Materials from Granite Quarry Waste: A Case Study from Buddusò (Sardinia, Italy) by Antonello Aquilano, Elena Marrocchino, Carmela Vaccaro

“…Therefore, the present study was conducted to assess the efficiency of these gravity and magnetic separation methods in order to concentrate CRMs from granite EW. …”
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Sentimentally enhanced conversation recommender system by Fengjin Liu, Qiong Cao, Xianying Huang, Huaiyu Liu

“…Existing studies often rely on knowledge graphs to enhance the representation of entity information. However, these methods tend to overlook the inherent incompleteness of knowledge graphs, making it challenging for models to fully capture users’ true preferences. …”
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Stacked hybrid model for load forecasting: integrating transformers, ANN, and fuzzy logic by Elakkiya E, Antony Raj S, Arunkumar Balakrishnan, Bhavyasri Sanisetty, Revanth Balaji Bandaru

“…Abstract Modern energy management systems must include load forecasting in order for utilities to plan and optimize electricity distribution, lower operating costs, and improve grid stability. …”
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Quantum limits of parameter estimation in long-baseline imaging by Aqil Sajjad, Michael R. Grace, Saikat Guha

“…We show how both receiver designs can be used to capture both sources of information and discuss how similar methods could be extended to more general imaging tasks. …”
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