Prediction and Screening of Lead-Free Double Perovskite Photovoltaic Materials Based on Machine Learning by Juan Wang, Yizhe Wang, Xiaoqin Liu, Xinzhong Wang

“…Feature selection was carried out using Pearson correlation and mRMR methods, and 23 key features for bandgap prediction and 18 key features for formation energy prediction were determined. …”
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DIGITAL MOBILITY OF THE FUTURE SPECIALIST: CURRENT TRENDS by Leonov Maksym

“…The study aims to investigate the content and essence of the mobility phenomenon, the specifics of the expert’s professional mobility, the causes and consequences of changes in the interpretation of mobility in the context of digitalization and digital transformation of modern society; features, advantages and challenges arising in light of the expansion of digital mobility in professional and social life. The following methods were used in the research: philosophical, sociological, psychological and pedagogical analysis, synthesis of interdisciplinary approaches to the study of the content, essence and directions of development of the “mobility” category, a professiographic approach to the specification of the professional mobility concept, methods of adaptation and conceptualization to identify challenges and dangers, related to the spread of digital mobility. …”
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Multispectral Imaging-Based System for Detecting Tissue Oxygen Saturation With Wound Segmentation for Monitoring Wound Healing by Chih-Lung Lin, Meng-Hsuan Wu, Yuan-Hao Ho, Fang-Yi Lin, Yu-Hsien Lu, Yuan-Yu Hsueh, Chia-Chen Chen

“…In this study, a tissue oxygen saturation detecting (TOSD) system that is based on multispectral imaging (MSI) is proposed to quantify the degree of tissue oxygen saturation (StO2) in cutaneous tissues. Methods: A wound segmentation algorithm is used to segment automatically wound and skin areas, eliminating the need for manual labeling and applying adaptive tissue optics. …”
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Multimodal Imaging of Brain Metastasis-Derived Extracellular Vesicles Using Superparamagnetic Iron Oxide Nanoparticle Labeling by Feginn Berle B, Juliussen S, Castilho Á, Solel E, Sdik Saed H, Vanderpoorten O, Lunavat TR, Thorsen F, Rigg E

“…Detection sensitivity was determined using agar phantoms, and in vivo tracking was validated through intramuscular injections in mice.Results: Uncoated 5 nm SPIONs demonstrated superior labeling efficiency, successfully marking over 90% of cells within 24 hours without significantly affecting cell growth. …”
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P-32 powdered activated carbon detoxifies potentially toxic elements in the Kumasi Abattoir Ghana effluent by Isaac K. Tetteh, Solomon Nandomah

“…The PTE concentrations were determined using standard methods before and after applying the adsorbent. …”
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Vision transformers for automated detection of pig interactions in groups by Gbadegesin Taiwo, Sunil Vadera, Ali Alameer

“…The model's ability to recognize contextual spatial data enables strong detection even in complex contexts, due to the use of Gaussian Error Linear Unit (GELU) an activation function responsible for introduction of non-linear data to the model and Multi Head Attention feature that ensures all relevant details contained in a data are captured in Vision Transformer. The method provides an efficient method for monitoring swine behaviour for instance, contact between pigs, facilitating better livestock management and livestock welfare. …”
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Optimization and Impact of Ultrasound-Assisted Extraction on Pomegranate Seed Oil Quality: A Comparative Study of Bioactive Potential and Oxidation Parameters by Marta Siol, Iga Piasecka, Diana Mańko-Jurkowska, Agata Górska, Joanna Bryś

“…Ultimately, this study underscores that the extraction method plays a decisive role in determining the functional quality and oxidative stability of PSO, with UAE standing out as the most efficient and environmentally favorable approach.…”
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Deep Learning-Based Positioning With Multi-Task Learning and Uncertainty-Based Fusion by Anastasios Foliadis, Mario H. Castaneda Garcia, Richard A. Stirling-Gallacher, Reiner S. Thoma

“…Lastly, we evaluate the reliability of the uncertainty estimation to determine which of the fusion methods provides the highest quality of uncertainty estimates.…”
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Investigation of cell development and tissue structure network based on natural Language processing of scRNA-seq data by Suwen Wei, Yuer Lu, Peng Wang, Qichao Li, Jianwei Shuai, Qi Zhao, Hai Lin, Yuming Peng

“…This multi-scale analysis includes mapping cell states in vector space to reveal developmental trajectories, quantifying cell similarity using Euclidean distance, and constructing inter-tissue relationship networks from aggregated cell vectors. Conclusions This method offers a computationally efficient approach for analyzing scRNA-seq data by constructing embedding representations similar to those used in large language model pre-training, but without requiring high-performance computing clusters. …”
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A Systematic Review on the Use of Big Data in Tourism by Jafar Ahangaran, Abbas Sadeghnia

“…This includes the use of methods that change the business model to create more effective and efficient processes toward technology—arguably the most crucial change in exploitation. …”
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Exploring the Impact of Resource Management Strategies on Simulated Edge Cloud Performance: An Experimental Study by Nikolaos Kaftantzis, Dimitrios G. Kogias, Charalampos Z. Patrikakis

“…Optimizing the utilization of limited edge cloud resources and improving the performance of edge computing systems requires efficient resource-management techniques. In this paper, we primarily discuss the use of simulation tools—EdgeSimPy in particular—to assess edge cloud resource management methods. …”
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The effects of clinical crown length on the sagittal movement of maxillary central incisor in clear aligner treatment: a finite element exploration by Chen Zhou, Zhicai Feng, Jianhan Ren, Haotian Luo, Hio Cheng Ieong, Runze Li, Yangqiao Qing, Yuqing Guo, Bingyan Guo, Zichun Huang, Yang Cao, Weicai Wang

“…Moreover, attachments also influence the movement efficiency of the incisor.…”
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Measurement of Low-Concentration Hydrogen in Inert Gas Within a Small Closed Volume by Georgiy A. Ivanov, Dmitry P. Shornikov, Nikolay N. Samotaev, Konstantin Y. Oblov, Maya O. Etrekova, Artur V. Litvinov

“…The developed measurement technique for determining hydrogen concentration released from metal hydride samples in a system with a closed gas path is cost-effective compared to standardized, resource-intensive open-volume flow measurement methods. …”
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Estimation of soil free Iron content using spectral reflectance and machine learning algorithms by Wanzhu Ma, Hongkui Zhou, Hao Hu, Zhiqing Zhuo, Kangying Zhu, Guangzhi Zhang

“…An accurate and efficient determination of soil free iron content is important. …”
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The strategies of nutrient removal compounds from wastewater by using aquatic plants in the Green deal implementation by Larysa Sablii, Veronika Zhukova, Jakub Drewnowski

“…The aim of the study was to determine the efficiency of wastewater treatment from nitrogen compounds - ammonium, nitrite, nitrate, and phosphate - using Lemna minor and Spirogyra sp. in the context of the strategies toward Green Deal Implementation. …”
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Recovery of molybdenum from simulated wastewater by arginine by Bu-Chan Zhou, Xiao-Jun Zheng, Wei-Jiang Chen, Qi Li, Zhi-Peng Lai, Miao-Miao Wang, Ming Chen

“…The results showed that roasting the sediment at 600 ℃ for 2 h was a certain economic benefits method to obtain high purity of MoO3. This research provides a novel approach for the molybdenum wastewater recovery and treatment, boasting advantages such as improved recovery efficiency, reduced treatment costs, and simplified operation. …”
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Design and Innovative Application of Ship CCUS Technology Under the Requirements of Green Shipping by Niyu Zhang, Xinpeng Wang, Cong Wang, Zhongxiu Peng, Youxiao Chen, Lianhao Liu, Lijie Chen, Jiawei Hu, Wei Wei, Xuesong Li

“…We developed clustered storage units to ensure secure CO₂ storage while maximizing economic efficiency, with optimal deployment determined through parameter optimization. …”
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Evaluating the concordance between Vesical Imaging Reporting and Data System scores and bladder tumor histopathology by Hasan Gungor, Ahmet Camtosun, Ibrahim Topcu, Leyla Karaca

“…Conclusion: The scoring system obtained through mpMRI, VI-RADS, proves to be a successful method, particularly in determining the absence of muscle invasion in bladder cancer. …”
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AQbD-enhanced green RP-UPLC-PDA methodology for quantification and forced degradation studies for omeprazole, amoxicillin, and rifabutin by S. P. Ashnah Baffinsha, Vijayageetha Ragupathi, Hemanth Kumar Chanduluru

“…It aligns with sustainability goals, enhancing the efficiency and environmental sustainability of pharmaceutical analysis, and setting a benchmark for future analytical methods.…”
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Manejo da irrigação utilizando sensor da umidade do solo alternativo Irrigation scheduling using alternative soil moisture sensor by Wellington A. de Freitas, Jacinto de A. Carvalho, R. A. Braga, Messias J. B. de Andrade

“…It was observed that regardless of the method, the bean yield was higher when subjected to stress of 39 kPa, however, irrigation management using the alternative method led to a greater number of irrigation and also the volume of water applied, with consequent reduction in water use efficiency compared to the use of tensiometers.…”
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