Classification of Complex Power Quality Disturbances Based on Lissajous Trajectory and Lightweight DenseNet by Xi Zhang, Jianyong Zheng, Fei Mei, Huiyu Miao

“…Finally, the LT image is input into the fusion model for training, and PQD classification is achieved using the optimally trained model. The experimental results demonstrate that, compared with current mainstream PQD classification methods, the proposed algorithm not only achieves superior disturbance classification accuracy and noise robustness but also significantly improves response speed in PQD classification tasks through its concise visualization conversion process and lightweight model design.…”
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Smart orthopedic implants: the future of personalized joint replacement and monitoring by Eskandar Kirolos

“…Sources were retrieved from PubMed, Scopus, Web of Science, and Google Scholar. …”

The role of venture capital funds in dissemination and development of innovation in Canada by Marat Ressin

“…Correlation analysis methods were applied to identify dependencies between venture and innovation indicators. …”
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Multimodal fusion with relational learning for molecular property prediction by Zhengyang Zhou, Yunrui Li, Pengyu Hong, Hao Xu

“…Multimodal fusion, which integrates information from graph and other data sources together, has emerged as a promising approach for enhancing molecular property prediction. …”
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A Review of Emerging Techniques for Power Quality Improvement in Renewable Energy Integration by Kumar P. Rajesh, Shravani Chapala, Rajitha M., Lokeshwar Reddy Ch.

“…The growing integration of renewable energy sources (RES) into power grids presents significant challenges to maintaining power quality (PQ) due to the inherent variability and intermittency of these energy resources. …”
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Investigating the Relationship between Financialization and Long-Term Use of Short-Term Debt by Seyed Reza Seyed Nezhad Fahim

“…The statistical sample consists of 143 active firms listed on the Tehran Stock Exchange over a ten-year period, from 2013 to 2022. The regression method was employed to estimate the models and test the research hypotheses. …”
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Simplifying Stem Cell Therapy for IRs: Exploring New Horizons in Interventional Radiology and Cell Therapy by Hossein Ghanaati, Maedeh Rouzbahani

“…The effective treatment of various diseases requires not only medications but also precise delivery methods to the body and specific organs. In this regard, radiology plays a crucial role, acting as the eyes of physicians. …”
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Genetic diversity analysis and core collection construction of Phyllanthus emblica based on SSR markers by WANG Jianchao, ZHANG Xiaoyan, ZHANG Lijie, LI Tao, XIE Lixue

“…The core collection of P. emblica was constructed using the optimal scheme of Jaccard genetic distance, class average method, and priority sampling strategy. …”
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Applications of machine learning in gravitational-wave research with current interferometric detectors by Elena Cuoco, Marco Cavaglià, Ik Siong Heng, David Keitel, Christopher Messenger

“…In data analysis, machine learning has already been applied as an alternative to traditional methods for signal detection, source localization, noise reduction, and parameter estimation. …”
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Efficient Conditions of Enzyme-Assisted Extractions and Pressurized Liquids for Recovering Polyphenols with Antioxidant Capacity from Pisco Grape Pomace as a Sustainable Strategy by Jacqueline Poblete, Mario Aranda, Issis Quispe-Fuentes

“…The pisco industry generates significant environmental waste, particularly grape pomace, which is a rich source of phenolic compounds. Emerging extraction technologies offer promising alternatives for recovering these bioactive components. …”
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Evaluation of Energy Saving and Carbon Reduction for Quasi-low Temperature Green Grain Storage in Granary Energy Pile System by ZENG Chang-nv, MA Sai-long, ZHANG Zhen

“…To develop a grain storage energy pile-based quasi-low-temperature storage system that utilizes clean and green geothermal energy to provide low-temperature cooling for grain storage facilities, numerical simulation methods were employed to investigate the effects of heat exchange pipe flow velocity and system operation time on the thermal performance and energy efficiency of the grain storage energy pile system. …”
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A combined prediction model for middle and long-term water and sediment forecasting based on causal analysis feature selection by XuanZhao Kong, KeBin Shi, HaiKun Yao, SiHai Liu

“…In complex hydrological systems, collected multivariate time series contain critical system features, yet traditional feature selection methods fail to consider inter-variable causal relationships. …”
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VRU-YOLO: A Small Object Detection Algorithm for Vulnerable Road Users in Complex Scenes by Yunxiang Liu, Yuqing Shi

“…However, due to their small size and unpredictable movements, existing detection methods struggle to provide stable and accurate results under real-time conditions. …”
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Machine learning supported ground beef freshness monitoring based on near‐infrared and paper chromogenic array by Yihang Feng, Yi Wang, Burcu Beykal, Zhenlei Xiao, Yangchao Luo

“…Abstract Maintaining freshness and quality is crucial in the meat industry, as lipid oxidation can lead to undesirable odors, flavors, and potential health risks. Traditional methods for assessing meat freshness often involve time‐consuming and destructive techniques, highlighting the need for rapid, noninvasive approaches. …”
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Development of speed and strength abilities of students in mini-football sectional classes by N. L. Nizhneva-Ksenofontova, N. N. Nizhneva, A. G. Mikhaylova

“…The problem in the university education system is highlighted – the staged implementation of ideological support of the educational process.Materials and methods. The study is based on a theoretical analysis of scientific sources on the presented problem, as well as methods for studying the pedagogical experience of the Belarusian State University.Results and discussion. …”
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Complications and relapses after alloplasty of large and giant hernia of the esophageal aperture of the diaphragm by I. I. Rosenfeld

“…The review of the literature presents the content analysis of surgical treatment of large and giant hernia of the esophageal aperture of the diaphragm as well as the analyses of complications when using the main methods of hernioplasty. Alloplasty of the esophageal aperture of the diaphragm remains a large and unresolved surgical problem, as evidenced by the analyzed literature sources, mainly reviews and clinical recommendations.Firstly, alloplasty can cause postoperative complications with a frequency of up to 20%, especially when using rigid polypropylene and composite polytetrafluoroethylene mesh implants with circular paraesophageal fixation. …”
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Flow-based Text Style Transfer Model by Zihan ZHANG, Jinqiao DAI, Pin YANG

“…Text style transfer focuses on converting text attributes or styles while preserving the semantic content of the source sentences. Existing methods achieve significant progress in addressing the challenges associated with traditional TST tasks. …”
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Assessment of the readability of patient-facing materials for the most commonly prescribed medicines in Ireland by Mohamed Elhassadi, Patrick Moynagh, Anne Sinead Doherty, Claire Gorry, Caroline McCarthy

“…This study aimed to evaluate the readability of patient information materials on medicines for the top 100 most commonly dispensed medicines in Ireland.Methods This cross-sectional study was conducted in September 2024. …”
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Analysis of the Development and Thermal Properties of Chitosan Nanoparticle-Treated Palm Oil: An Experimental Investigation by Varadharaja Kirthika, Chanaka Galpaya, Ashan Induranga, Amanda Sajiwanie, Vimukthi Vithanage, Kaveenga Rasika Koswattage

“…This study is an effort to optimize the thermal properties of refined, bleached, and deodorized (RBD) oil by incorporating bionanoparticles. …”
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Priority directions of institutional provision of regional development in the conditions of war by Yu.Р. Kharchenko

“…The issue of reforming the system of remuneration of civil servants will be resolved together with the issue of determining additional sources of funding. The costs of carrying out the mentioned reform can be covered, in particular, by increasing the efficiency of public administration and optimizing the number of employees of executive authorities and eliminating vacant positions. …”
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