Social Networks Link Prediction Based on Incremental Learning by Jian SHU, Zhichen CHEN

“…The heterogeneity and dynamic topology pose significant challenges for link prediction. …”
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Proinflammatory cytokines, oxidative stress, and organ function as biomarkers of soman (GD) chronic neurotoxicity by Nyzil Massey, Suraj S. Vasanthi, Luis G. Gimenez-Lirola, Harm Tyler, Thimmasettappa Thippeswamy

“…Abstract Organophosphate (OP) nerve agents, such as soman (GD), pose great risk to neurological health by inhibiting acetylcholinesterase, leading to seizures, epilepsy, and behavioral deficits. …”
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Preparation and Characterization of Tiamulin-Loaded Niosomes for Oral Bioavailability Enhancement in <i>Mycoplasma</i>-Infected Broilers by Shimaa G. Abonashey, Amr Gamal Fouad, Hatem A. F. M. Hassan, Ahmed H. El-Banna, Mostafa A. Shalaby, Elham Mobarez, Sherif Ashraf Fahmy, Hossny A. El-Banna

“…<i>Mycoplasma</i> infections pose significant challenges in the poultry industry, necessitating effective therapeutic interventions. …”
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A generative model-based coevolutionary training framework for noise-tolerant softsensors in wastewater treatment processes by Yu Peng, Erchao Li

“…Additionally, a dual population coding method inspired by evolutionary computation is proposed, enabling the coevolution of network parameters and structure. The proposed multiobjective evolutionary network optimization with denoising strategy (MENO-D) demonstrated exceptional performance in various experiments. …”
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An Improved Extreme Learning Machine (ELM) Algorithm for Intent Recognition of Transfemoral Amputees With Powered Knee Prosthesis by Yao Zhang, Xu Wang, Haohua Xiu, Wei Chen, Yongxin Ma, Guowu Wei, Lei Ren, Luquan Ren

“…To overcome the challenges posed by the complex structure and large parameter requirements of existing classification models, the authors propose an improved extreme learning machine (ELM) classifier for human locomotion intent recognition in this study, resulting in enhanced classification accuracy. …”
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Assessment of biomechanical properties in pulmonary arterial hypertension: a computational fluid dynamics study of the extensive pulmonary arterial tree by Jian Shi, Jianwen Liang, Jieting Wang, Hui Wang, Zhenyu Wang, Xiaocong Zhang, Guifu Wu, Shuai Tian, Wenbin Wei

“…Due to the numerous branches and complex structure of the pulmonary arteries, three-dimensional reconstruction poses significant challenges, resulting in a lack of comprehensive hemodynamic studies encompassing the entire pulmonary arterial tree in PAH. …”
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Spatially distributed gradient-based calibration and parametric sensitivity of a spatialized hydrological model over 235 French catchments by Pierre-André Garambois, François Colleoni, Ngo Nghi Truyen Huynh, Ahmad Akhtari, Ngoc Bao Nguyen, Apolline El-Baz, Maxime Jay-Allemand, Pierre Javelle

“…New hydrological insights for the regions:: Under varying hydrological conditions, the GR4-like structure outperforms a simpler 3-parameter model in terms of robustness and accuracy. …”
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Machine learning-assisted Ru-N bond regulation for ammonia synthesis by Zichuang Li, Mingxin Zhang, Xiaozhi Su, Yangfan Lu, Jiang Li, Qing Zhang, Wenqian Li, Kailong Qian, Xiaojun Lu, Bo Dai, Hideo Hosono, Yanpeng Qi, Miao Xu, Renzhong Tai, Jie-Sheng Chen, Tian-Nan Ye

“…However, their complex phase nature and the numerous controlling parameters pose major challenges for catalyst design and exploration. …”
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Electric Eel foraging optimization based control design of islanded microgrid by M. A. Ebrahim, Ahmed S. Ragab, Beshoy Abdou Aziz, H. A. AbdelHadi

“…Abstract Designing control systems for islanded microgrids poses significant challenges due to the absence of inertia and parameter uncertainties. …”
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Enhanced neurological anomaly detection in MRI images using deep convolutional neural networks by Ahmed Mateen Buttar, Zubair Shaheen, Abdu H. Gumaei, Mogeeb A. A. Mosleh, Mogeeb A. A. Mosleh, Indrajeet Gupta, Samah M. Alzanin, Muhammad Azeem Akbar

“…IntroductionNeurodegenerative diseases, including Parkinson’s, Alzheimer’s, and epilepsy, pose significant diagnostic and treatment challenges due to their complexity and the gradual degeneration of central nervous system structures. …”
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Activated carbon from olive pomace for hexavalent chromium removal: synthesis, characterization, and adsorption mechanism analysis by Imad Alouiz, Mouhssine Benhadj, Kaoutar Harboul, Mostafa Boukhris, Dahmane Elmontassir, Mohamed Sennoune, Mohamed Yassine Amarouch, Driss Mazouzi

“…Abstract Chromium contamination, particularly in industrial wastewater, poses significant environmental and health risks due to its toxicity, carcinogenicity, and persistence. …”
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Splicing Properties of Natural Fiber for Producing Yarns and Their Blends: A Review Paper by Mohamed Ben Hassen, Muhammad Awais, Faouzi Sakli, Saoussen Zannen, Mohammad Kanan

“…However, it is worth noting that comprehending the intricacies of splice structures, particularly within the intricate context of yarn fiber structures, poses a formidable challenge. …”
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Simulating Meson Scattering on Spin Quantum Simulators by Elizabeth R. Bennewitz, Brayden Ware, Alexander Schuckert, Alessio Lerose, Federica M. Surace, Ron Belyansky, William Morong, De Luo, Arinjoy De, Kate S. Collins, Or Katz, Christopher Monroe, Zohreh Davoudi, Alexey V. Gorshkov

“…However, preparation of hadronic wave packets has posed a significant challenge, due to the complexity of hadrons and the precise structure of wave packets. …”
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Optimization design of an acoustic cover layer for a cylindrical cavity based on porous materials by Bohan ZHANG, Jili RONG, Xiuyan CHENG

“…During the launch and flight of carrier rockets, the acoustic and vibrational excitations generated by the external environment pose significant threats to their internal payloads. …”
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Potential therapeutic effects of IL28RA inhibition on acute myocardial infarction through phosphorylated JAK1/STAT1 signaling pathways by Ge Gong, Xiangxuan Chen, Xinghu Zhang, Jian Yin, Wenhui Wan

“…Abstract While current coronary intervention therapies and surgical bypass procedures are widely utilized, the treatment of acute myocardial infarction (AMI) in the elderly continues to pose significant challenges. Following AMI, the body’s immune system is activated, resulting in the release of inflammatory mediators that exacerbate myocardial damage. …”
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Study on catalytic activity of bimetallic CuZn-ZIFs for Rhodamine B decomposition in the presence of potassium peroxymonosulfate by Ba Huy Tran, Dinh Thanh Nguyen, Minh Nhut Nguyen, Ngoc Tri Tan Ho, Huynh Giao Dang

“…In clearly defined technical parameters, CuZn-ZIFs exhibited a notable heat resistance up to 600°C and featured a distinct polygonal structure. …”
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Machine Training of the System of Functional Diagnostics of the Shaft Lifting Machine by Dovbysh A. S., Zimovets V. I., Zuban Y. A., Prikhodchenko A. S.

“…The implementation of the pro-posed method of the information-extremal machine teaching is carried out by the example of functional diagnostics of a multi-rope mine hoist. …”
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NID-DETR: A novel model for accurate target detection in dark environments by Qingyuan Pan, Qiang Liu, Wei Huang

“…Abstract Target detection in low-light conditions poses significant challenges due to reduced contrast, increased noise, and color distortion, all of which adversely affect detection accuracy and robustness. …”
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A Deep Learning Model for NOx Emissions Prediction of a 660 MW Coal-Fired Boiler Considering Multiscale Dynamic Characteristics by Jianrong Huang, Yanlong Ji, Haiquan Yu

“…Coal-fired boilers significantly contribute to nitrogen oxides (NOx) emissions, posing critical environmental and health risks. Effective prediction of NOx emissions is essential for optimizing control measures and achieving stringent emission standards. …”
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Numerical study on the influence of flexible net permeability on debris flow impact loads. by Yanfen Wang, Siyu Xiao, Linbo Qiao

“…These findings provide critical insights for optimizing flexible net design in debris flow protection, guiding parameter selection and structural enhancements. Additionally, they inform the development of more effective prevention strategies, ultimately reducing disaster-related losses.…”
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