Prediction of 5-year survival in patients with heart failure and implanted cardiac resynchronization therapy devices by A. M. Soldatova, V. A. Kuznetsov, E. A. Gorbatenko, T. N. Enina, L. M. Malishevsky

“…Based on clinical parameters and diagnostic investigations, to create a complex model of personalized selection of patients with heart failure (HF) for cardiac resynchronization therapy (CRT). …”
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Prediction of microbe-drug associations using a CNN-Bernoulli random forest model by Zihao Song, Qingnuo Li, Jincheng Zhao, Qinggang Bu, Zekang Bian, Jia Qu

“…This approach enhances computational efficiency and improves the model’s ability to capture complex patterns, thereby increasing the precision and interpretability of drug response predictions. …”
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Analysis of Flow-induced Vibration Characteristics of Fuel Rods Using POD and DMD Methods by MIN Guangyun1, JIANG Naibin1, 2

“…This finding underscores the importance of selecting appropriate methodologies based on specific objectives and computational efficiency. …”
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Type II Half Logistic Kumaraswamy Distribution with Applications by Ramadan A. ZeinEldin, Muhammad Ahsan ul Haq, Sharqa Hashmi, Mahmoud Elsehety, M. Elgarhy

“…The estimation of the parameters is obtained by numerous well-recognized approaches and simulation study confirmed the efficiencies of estimates such obtained. We apply the related model to practical datasets, and it is concluded that the proposed model is the best by model selection criteria than other competitive models.…”
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Unknotting RNA: A method to resolve computational artifacts. by Simón Poblete, Mikolaj Mlynarczyk, Marta Szachniuk

“…Certain cases, particularly those involving dense packing of atoms or complex secondary structures, posed challenges that limited the efficiency of the method. …”
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Frequency-bin-encoded entanglement-based quantum key distribution in a reconfigurable frequency-multiplexed network by Anahita Khodadad Kashi, Michael Kues

“…Abstract Large-scale quantum networks require dynamic and resource-efficient solutions to reduce system complexity with maintained security and performance to support growing number of users over large distances. …”
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Multidimensional Meteorological Variables for Wind Speed Forecasting in Qinghai Region of China: A Novel Approach by He Jiang, Luo Shihua, Yao Dong

“…To reduce the model complexity, Gram–Schmidt-based feature selection (GSFS) is applied to extract the important meteorological factors. …”
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Enhancing UAV Object Detection in Low-Light Conditions with ELS-YOLO: A Lightweight Model Based on Improved YOLOv11 by Tianhang Weng, Xiaopeng Niu

“…ELS-YOLO features a re-parameterized backbone (ER-HGNetV2) with integrated Re-parameterized Convolution and Efficient Channel Attention mechanisms, a Lightweight Feature Selection Pyramid Network (LFSPN) for multi-scale object detection, and a Shared Convolution Separate Batch Normalization Head (SCSHead) to reduce computational complexity. …”
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Computational nanobody design through deep generative modeling and epitope landscape profiling by Liyun Huo, Tian Tian, Yanqin Xu, Qin Qin, Xinyi Jiang, Qiang Huang

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Experimental study of settlement and migration patterns of proppant in long narrow fractures in deep shale by LIU Haoqi, CHEN Fuhong, YU Zhili, GONG Wei, LUO Xi, LIN Hun

“…The findings have practical significance for selecting proppant types and optimizing fracturing parameters to enhance the production efficiency of deep shale gas wells.…”
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Short-term Wind Power Forecasting Based on BWO‒VMD and TCN‒BiGRU by LU Jing, ZHANG Yanru, WANG Rui

“…The verification results indicate that the constructed model effectively handles various datasets and complex time series features, with strong robustness and generality, and can run stably and efficiently in various practical scenarios.ConclusionsThe decomposition of raw wind power data is primarily examined using the OVMD algorithm in this study. …”
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ANALYSIS AND IMPLEMENTATION OF A CRYPTOSYSTEM BASED ON NON-INJECTIVE KNAPSACKS by Maria Sabina A. Volkov

“…Special attention is given to the selection of cryptosystem parameters that provide a balance between security and computational efficiency. …”
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Recovery of Volatile Fatty Acids from Fermentation Broth Using Ethyl Acetate as Solvent by Igor F. Fioravante, Riann De Q. Nobrega, Jean Felipe Leal Silva

“…Among the various recovery methods, liquid-liquid extraction is a promising technique due to its high yield and selective separation of VFAs. Ethyl acetate has been identified as a potential solvent for this extraction process, owing to its low cost and favorable partitioning coefficient for VFAs. …”
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Enhanced Managerial Decision Optimization in Financial Accounting Using the Picture Fuzzy MARCOS-Based MCGDM Approach by Erhui Hao, Junzhe Ma

“…In the complex landscape of financial accounting, selecting an optimal accounting system is crucial for organizations aiming to enhance compliance, financial reporting accuracy, and operational efficiency. …”
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Effect of Volatile Fatty Acid Concentration on Anaerobic Degradation Rate from Field Anaerobic Digestion Facilities Treating Food Waste Leachate in South Korea by Dong-Jin Lee, Su-Young Lee, Ji-Su Bae, Jung-Gu Kang, Ki-Heon Kim, Sung-Su Rhee, Jong-Hwan Park, Ju-Sik Cho, Jin Chung, Dong-Cheol Seo

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Multi-sensor fusion for AI-driven behavior planning in medical applications by Chang Jianming, Qin Yuanyuan, Qin Yuanyuan, Xu Yanling, Li Li, Li Li, Wu Mianhua, Wu Mianhua, Wang Lulu

“…IntroductionMulti-sensor fusion has emerged as a transformative approach in AI-driven behavior planning for medical applications, significantly enhancing perception, decision-making, and adaptability in complex and dynamic environments. Traditional fusion methods primarily rely on deterministic techniques such as Kalman Filters or rule-based decision models. …”
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Fracture characteristics of reservoirs with different lithologies in marine-continental transitional facies and its influence on fracturing by ZHANG Wen, LIU Xiangjun, LIANG Lixi, XIONG Jian, WU Jianjun, LI Bing

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Application of weighted centroid algorithm based on weight correction in node localization of wireless sensor networks by Wengang Yu, ChunLing Yu

“…In addition, high-precision algorithms are often accompanied by high energy consumption, making it difficult to balance accuracy and energy efficiency. Therefore, how to improve positioning accuracy and reduce energy consumption in complex environments becomes a key challenge. …”
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Vascularised organoids: Recent advances and applications in cancer research by Rui Zhou, Dagmar Brislinger, Julia Fuchs, Alicia Lyons, Sonja Langthaler, Charlotte A. E. Hauser, Christian Baumgartner

“…Vascularisation techniques: Comparative evaluation of vascularised organoid fabrication methods, emphasising their efficiency, scalability and ability to replicate physiological vascular networks. …”
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Comparative analysis of anthocyanin content in various tomato samples in connection with breeding by E. A. Dzhos, M. I. Mamedov, O. N. Pyshnaya, N. A. Golubkina, O. V. Verba, A. A. Matyukina

“…These compounds protect the photosynthetic apparatus of the plant, neutralise free radicals, increase the efficiency of phosphorus and nitrogen assimilation, have an osmoregulatory function, antimicrobial activity and increase the level of adaptation to unfavourable environmental conditions. …”
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