Determination of biologically active substances extraction parameters from cranberry leaves by I. K. Vlasova, O. M. Koshovyi, O. S. Kukhtenko, M. A. Komisarenko, Т. V. Ilina, A. M. Kovalyova

“…Plants of the genus Vaccinium are promising sources for the creation of hypoglycemic and hypolipidemic medicines. …”
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Investigation of Thermal Runaway in Prismatic Batteries with Dual-Parallel Jelly-Roll Architecture Under Thermal Abuse Conditions by Jinmei Li, Dong Li, Xin Li, Ting Sun, Qiang Li

“…These findings provide operational guidelines for optimizing safety strategies in energy storage power stations.…”
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Monitoring and analyzing land use changes for sustainable development in Teluk Bahang, Penang, Malaysia: a GIS-based approach by Muhammad Ryza Mohd Raffay, Milad Bagheri, Azizan Marzuki, Iraj Gholami, Muhammad Anas Khairul Anuar

“…Data from the Malaysian Development Planning Department (MBPP) and the Penang Geographical Information System Center (PeGIS), along with external sources, inform the analysis. Employing Geospatial Information System (GIS) techniques, the study analyzes land use data from 2010, 2014, and 2018 using overlay and matrix methods. …”
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Characterization of Power System Oscillation Modes Using Synchrophasor Data and a Modified Variational Decomposition Mode Algorithm by José Oscullo Lala, Nathaly Orozco Garzón, Henry Carvajal Mora, Diego Echeverria, José Vega-Sánchez, Takaaki Ohishi

“…This paper presents an enhanced methodology for modal analysis that combines Adaptive Variational Mode Decomposition (A-VMD) with Prony’s method. A novel energy-based selection mechanism is introduced to determine the optimal number of intrinsic mode functions (IMFs), improving the decomposition’s adaptability and precision. …”
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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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Synergistic effects of GGBFS addition and oven drying on the physical and mechanical properties of fly ash-based geopolymer aggregates by T. Muralidhara Rao, B. Naga Malleswara Rao, Bypaneni Krishna Chaitanya, Mukkala Priyanka, Venkatesh Chava, Chereddy Sonali Sri Durga

“…Furthermore, two aggregate drying methods, oven drying, and ambient air drying, are adopted to evaluate their optimal performance through physical and mechanical tests. …”
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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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Anchor Dragging Risk Estimation Strategy from Supervised Cost-Sensitive Learning by Sang-Lok Yoo, Shem Otoi Onyango, Joo-Sung Kim, Kwang-Il Kim

“…This suggested that the optimal ML strategy would involve undersampling the majority class and cost-sensitive learning. …”
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Research on Multi-Channel Spectral Prediction Model for Printed Matter Based on HMSSA-BP Neural Network by Dandan Fan, Hongwu Zhan, Fang Xu, Yifei Zou, Yankang Zhang

“…To overcome it, this paper proposes a multi-channel spectral prediction model for printed matter and the adaptive evaluation method based on multi-index fusion. First, BPNN prediction model utilizes multi-light sources multi-spectral imaging technology, mapping the dot area ratio of C, M, Y, K to the multi-channel spectral images. …”
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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

“…We present an advanced recomposition-based displaying technique designed to optimize intelligent scene retargeting in hybrid-reality environments, with two key contributions: Geometry-preserving and Human-inspired Active Detection (GHAD) and time-sensitive feature selection. …”
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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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Fuzzy Controlled MPPT to Grid Connected PV Systems by Sukumar G. Durga, Prasad R. Ramanjan, Vardhan R. Harsha, Pakkiraiah B., Krishna Ch. Leela

“…To optimize the power output, the Maximum Power Point Tracking (MPPT) technique is pivotal. …”
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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

“…Fertilisation was carried out with various sources of sulphur in different quantities and forms, usually directly before or during crop cultivation. …”
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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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