Activation energy and Coriolis force impact on three-dimensional dusty nanofluid flow containing gyrotactic microorganisms: Machine learning and numerical approach by Jakeer Shaik, Reddy Seethi Reddy Reddisekhar, Thameem Basha Hayath, Cho Jaehyuk, Sathishkumar Veerappampalayam Easwaramoorthy

“…In recent times, machine learning methods have become powerful tools for solving complex problems, optimizing processes, and extracting insights from large datasets, especially in fluid dynamics. …”
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Calculation of the Ecological Thresholds of Normal Pressure of Machine Propulsion Drive in Working on Clay Soils by A. N. Panasyuk, A. V. Lipkan

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Association between migraine and vestibular disorders by D. M. Gassieva, M. V. Zamergrad, G. R. Tabeeva

“…Yet, a number of recent studies have made a significant contribution to the understanding of the neurophysiological processes involved in the development of VM. There is a hypothesis that dizziness in migraine represents a migraine aura; this mechanism is based on the phenomenon of spreading cortical depression, i. e., a wave of depolarization that originates in the occipital cortex and slowly moves to the ventrally located areas. …”
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YED-Net: Yoga Exercise Dynamics Monitoring with YOLOv11-ECA-Enhanced Detection and DeepSORT Tracking by Youyu Zhou, Shu Dong, Hao Sheng, Wei Ke

“…A dynamic adaptive anchor mechanism and an Efficient Channel Attention (ECA) module are introduced, while the depthwise separable convolution in the C3k2 module is optimized with a kernel size of 2. …”
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Development of scalable coastal and offshore kelp farming for marine biomass production by Michael Stekoll, Scott Lindell, Clifford A. Goudey, Hauke L. Kite‐Powell, David Bailey, Kendall Barbery, Loretta Roberson, Tamsen Peeples, Nicholas Mangini, Alf Pryor, Alexandra Meyer, Charles Yarish

“…Although the weight of the fronds on the grow‐lines causes the lines to sink, the bags packed with the harvested fronds float, allowing for temporary storage before loading to a vessel heading to port and processing. Another advance in harvesting is a specially built harvest vessel, the Harvest Buddy, allowing a more mechanized and faster way to harvest. …”
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Progress in controllable asymmetric coordination studies of single-atom catalysts in energy catalysis by Ying CHENG, Chengxu ZHANG, Xinpei LI, Jue HU

“…This review aims to provide valuable insights and guidance for the continued advancement of SACs to optimize their practical applications and accelerate their integration into large-scale catalytic processes.…”
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YOLOv8-eRFD-AP: A Novel Domain Generalization Model for UAV-Based Insulator Inspection Under Adverse Weather Conditions by Badr-Eddine Benelmostafa, Rita Aitelhaj, Hicham Medromi

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Zero-Shot Learning for Accurate Project Duration Prediction in Crowdsourcing Software Development by Tahir Rashid, Inam Illahi, Qasim Umer, Muhammad Arfan Jaffar, Waheed Yousuf Ramay, Hanadi Hakami

“…Although existing research has focused on task scheduling, developer recommendations, and reward mechanisms, there has been insufficient attention to the support of platform moderators, or copilots, who are essential to project success. …”
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Novel Insights Into Receptor Tyrosine Kinases in Pulmonary Arterial Hypertension by Wenze Wu, Fanhao Kong, Zhen Chen, Lixin Huang, Xiaowei Nie, Jin‐Song Bian

“…Therefore, it is essential to understand the pathophysiology of PAH and to explore optimal treatment approaches. RTKs (receptor tyrosine kinases) are a family of enzyme‐linked receptors that can be bound with specific ligands and then phosphorylate tyrosine residues of substrate targets, playing a crucial role in various biological processes. …”
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Insights on nitrogen/oxygen dual defects synergistic modulated charge transfer across the g-C3N4/TiO2-NTAs heterojunction enhanced photodegradation and gas-sensing performances by Zhufeng Shao, Lue Zhan, Yiman Zhang, Yonglong Zhang, Guoyang Yu, Yunfei Song, Xiaoming Xiu

“…Furthermore, nanosecond time-resolved transient photoluminescence and time-resolved fluorescence spectroscopy analyses suggest a coherent interfacial charge transfer mechanism, which elucidates the dominant dynamic processes within the CN/TONTs nanostructure. …”
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Analysis and validation of serum biomarkers in brucellosis patients through proteomics and bioinformatics by Xiao Li, Bo Wang, Xiaocong Li, Juan He, Yue Shi, Rui Wang, Dongwei Li, Ding Haitao, Ding Haitao

“…After ELISA validation, five proteins were ultimately selected.DiscussionThese five proteins are implicated in the innate immune processes of brucellosis, potentially associated with its pathogenic mechanisms and chronicity. …”
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Construction of gradient hierarchical and hetero-interfaces structure for ultra-broad microwave absorption by Chunwei Lei, Jian Li, Yuhan Wu, Yu Xie, Yun Ling, Juhua Luo

“…Currently, carbon materials derived from biomass are widely sought after as electromagnetic absorbing(EMWA) materials owing to the unique structure, as well as the wide range of natural acquisition pathways, economic viability, and simple processing. However, due to the high dielectric properties, mismatched impedance and single attenuation mechanism, they cannot achieve efficient EMWA performance. …”
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Improved adaptive FPGA dark channel prior dehazing algorithm for edge applications in agricultural scenarios by Qunpeng Gao, Baiquan Qian, Fengqi Yu, Liye Chen, Peng Gao, Jiatao Wu, Zonghong Li, Weixing Wang, C.V. Jiaxing Xie

“…Through field data acquisition and a self-developed adaptive mechanism, the system achieves adaptive processing across varying fog densities while mitigating the screen flickering inherent to adaptive systems. …”
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MolAttnNet: A Predictive Model for Organic Drug Solubility Based on Graph Convolutional Networks and Transformer-Attention by Chenxu Wang, Yijun Feng, Zhejie Xu, Xiaohui Xu, Bangguo Peng

“…Ablation studies systematically validate the contribution of each module, demonstrating that their synergistic integration is essential for optimal performance. Furthermore, interpretability analysis confirms the model’s reliability in feature extraction and decision-making processes. …”
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Multi-Modal Fused-Attention Network for Depression Level Recognition Based on Enhanced Audiovisual Cues by Yihan Zhou, Xiaokang Yu, Zixi Huang, Feierdun Palati, Zeyu Zhao, Zihan He, Yuan Feng, Yuxi Luo

“…The FIE block utilizes ResNet-18 to enhance the feature representation of video frames and integrates two types of attention mechanisms to capture spatial-temporal patterns. Meanwhile, the VIE block processes the Mel spectrogram of the audio signal, followed by an optimized Swin transformer block to extract auditory features. …”
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AI in Dental Radiology—Improving the Efficiency of Reporting With ChatGPT: Comparative Study by Daniel Stephan, Annika Bertsch, Matthias Burwinkel, Shankeeth Vinayahalingam, Bilal Al-Nawas, Peer W Kämmerer, Daniel GE Thiem

“…Manual documentation can be labor-intensive and error-prone, especially under time constraints, prompting interest in the potential of artificial intelligence (AI) to automate and optimize these processes, particularly in medical documentation. …”
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The Effects of Water-Deficit Stress on <i>Cannabis sativa</i> L. Development and Production of Secondary Metabolites: A Review by Shiksha Sharma, Thais Alberti, Rodrigo De Sarandy Raposo, Aldwin M. Anterola, Jennifer Weber, Andre A. Diatta, Jose F. Da Cunha Leme Filho

“…This oversupply allows metabolic processes to shift toward synthesizing highly reduced compounds, such as secondary metabolites. …”
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Modification of Biochar Catalyst Using Copper for Enhanced Catalytic Oxidation of VOCs by Nan Liu, Jin Zhang, Ya-Lan Cai, Ji-Guo Zhang, Du-Juan Ouyang, Shao-Bo Wang, Qi-Man Xu, Jia-Jun Hu, Di-Ming Chen, Guo-Wen Wang, Ji-Xiang Li

“…A more uniform distribution of Cu was obtained by the enzymatic and activation treatments, optimizing the catalyst’s structural properties and reducing the amount of Cu on the biochar. …”
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A Comparative Study on Traditional vs. Blockchain Financing for Deep-Tier Suppliers Considering the Time Value of Capital by Lu Liu, Yanshuo Du, Weijie Chen, Shuwei Wang

“…Conversely, blockchain-enabled accounts receivable financing (BF) offers an efficient solution for deep-tier suppliers to bridge capital gaps and ensure smooth production processes. This study constructs a three-level supply chain model comprising a capital-constrained tier-2 supplier, a similarly constrained tier-1 supplier, and an established retailer. …”
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Advances in Pure Drug Self-Assembled Nanosystems: A Novel Strategy for Combined Cancer Therapy by Runyan Niu, Xuexue Liu, Xian Yang, Xiao Du, Siliang Wang, Xiaolong Ma, Shaoping Yin, Lihua Shao, Jinping Zhang

“…However, their clinical translation remains hindered by several significant challenges, including intricate preparation processes, limited drug loading capacity, and concerns regarding potential toxicity. …”
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