MultiRepPI: a cross-modal feature fusion-based multiple characterization framework for plant peptide-protein interaction prediction by Yu Zhiguo, Li Zixuan, Li Peng

“…This framework provides a reliable tool for efficient prediction of plant PepPIs, while laying a solid foundation for plant biology research and peptide drug development.…”
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One-, Two-, and Three-Parameter Isotherms, Kinetics, and Thermodynamic Evaluation of Co(II) Removal from Aqueous Solution Using Dead Neem Leaves by Cornelius Tsamo, Abba Paltahe, Daniel Fotio, Tore Atangana Vincent, Wassansa Francois Sales

“…Results can be used in the design of an efficient adsorption system using neem leaves which is very efficient in removing low and high levels of heavy metals like cobalt ions from wastewater.…”
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Fish Detection in Fishways for Hydropower Stations Using Bidirectional Cross-Scale Feature Fusion by Junming Wang, Yuanfeng Gong, Wupeng Deng, Enshun Lu, Xinyu Hu, Daode Zhang

“…This paper proposes a fish detection model for accurate and efficient fish detection. Firstly, the backbone network integrates FasterNet-Block, C2f, and an efficient multi-scale EMA attention mechanism to address attention dispersion problems during feature extraction, delivering real-time object detection across different scales. …”
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Machine Learning with Administrative Data for Energy Poverty Identification in the UK by Lin Zheng, Eoghan McKenna

“…Energy poverty continues to be a critical challenge, and this requires efficient and scalable identification methods to support targeted interventions. …”
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Sustainable technology for coconut processing: Biomass-powered dryer and performance evaluation by C. Naveen Prabhu, S. Dhanushkodi, K. Sudhakar

“…A notable achievement of the dryer was its consistent ability to maintain a critical temperature range of 67–75 °C, which is crucial for ensuring effective and efficient drying processes. …”
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Surface hydrogen migration significantly promotes electroreduction of acetonitrile to ethylamine by Yulong Tang, Jiejie Li, Yichao Lin, Moxing Cheng, Shuibo Wang, Ziqi Tian, Junjie Zhou, Haolei Zhang, Yunan Wang, Liang Chen

“…The CuO@Cu catalyst exhibits nearly 100% Faradaic efficiency (FE) over the entire range of potentials tested from −0.1 to −0.4 V vs. …”
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YOLO-GCOF: A Lightweight Low-Altitude Drone Detection Model by Wanjun Yu, Kongxin Mo

“…The HSFPN architecture enables efficient multi-scale feature fusion, and the CSA module optimizes feature selection across scales, improving the model’s ability to detect key features using both scale and coordinate information. …”
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Affecting of Hypervirulent Multidrug Resistant Klebsiella pneumoniae on Public Health by Ali abd kadhum

“…However, for the most part, the ability to infect almost all types of immunocompromised hosts and to acquire extreme antimicrobial resistance is the most fascinating characteristic. …”
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An improvement of both security and reliability for AES implementations by Mouna Bedoui, Hassen Mestiri, Belgacem Bouallegue, Belgacem Hamdi, Mohsen Machhout

“…Our fault detection method has the ability to achieve a compromise of safety level and low implementation cost.…”
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EDT-Net: A Lightweight Tunnel Water Leakage Detection Network Based on LiDAR Point Clouds Intensity Images by Zhenyu Liu, Xianjun Gao, Yuanwei Yang, Lei Xu, Shaoning Wang, Ningsheng Chen, Zhiwei Wang, Yuan Kou

“…Tailored for multiscale point cloud intensity images, we devised a lightweight object detection network to identify areas affected by water leakage promptly. Integrating efficient receptive field expansion convolution into lightweight network models facilitated efficient feature extraction. …”
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Hybrid Optimization Method for Social Internet of Things Service Provision Based on Community Detection by Bahar Allakaram Tawfeeq, Amir Masoud Rahmani, Abbas Koochari, Nima Jafari Navimipour

“…Addressing these challenges requires efficient optimization methods. Traditional optimization algorithms have strengths and weaknesses. …”
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Fine-Tunned Segment Anything Model (SAM) for Reservoir Extractions Compared With Popular CNNs: An Experiment for Space-Borne Synthetic-Aperture Radar Images by Nguyen Hong Quang, Hanna Lee, Eui-Myoung Kim, Gihong Kim

“…Hence, we fine-tune the SAM model and other popular CNN models of YOLOv8, U-net(ResNet50), and DeepLab(ResNet50, EfficientNet) for lake semantic segmentation using multi-SAR RS datasets of Kompsat-5, ALOS-2, Sentinel-1, and a combination of the three datasets (data link) for model result comparisons. …”
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YOLO-UIR: A Lightweight and Accurate Infrared Object Detection Network Using UAV Platforms by Chao Wang, Rongdi Wang, Ziwei Wu, Zetao Bian, Tao Huang

“…The BFIF module further enhances feature fusion effects through cross-level semantic interaction, thereby improving the model’s ability to fuse contextual features. Moreover, the LSP module efficiently combines features from different distances using Large Receptive Field Convolution Layers, significantly enhancing the model’s long-range information capture capability. …”
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Viability Study of SYCL as a Unified Programming Model for Heterogeneous Systems Based on GPUs in Bioinformatics by Manuel Costanzo

“…This standard facilitates the development of portable applications that can efficiently leverage the capabilities of different hardware devices, such as NVIDIA, Intel, and AMD GPUs, without needing significant modifications to the source code. …”
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Detection of Pear Quality Using Hyperspectral Imaging Technology and Machine Learning Analysis by Zishen Zhang, Hong Cheng, Meiyu Chen, Lixin Zhang, Yudou Cheng, Wenjuan Geng, Junfeng Guan

“…In summary, the combination of HSI and machine learning models enabled an efficient, rapid, and non-destructive detection of pear quality and provided a practical value for quality control and the commercial processing of pears.…”
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Therapeutic and diagnostic implications of exosomes as natural nanoparticles: a new paradigm in brain cancer disease management by Shanid Mohiyuddin, Pankaj Dipankar, Belfin Robinson, Andrew Jeyabose, Andrew Jeyabose, J. Karthikeyan

“…The exosome loaded with the drug acts as an efficient biomaterial to surpass the BBB, followed by efficient cellular uptake, leading to cytotoxicity in glioblastoma cells. …”
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Identification and Application of a Novel Patulin Degrading Enzyme From Meyerozyma guilliermondii by Yu Zhang, Qianhua Zhao, Solairaj Dhanasekaran, Esa Abiso Godana, Yue Zhang, Xue Bai, Qiya Yang, Hongyin Zhang

“…Notably, MgSDR1 shows efficient PAT degradation ability in fresh pear juice while maintaining key quality parameters, such as color parameters, pH, polyphenol oxidase activity, the contents of vitamin C, total phenols, titratable acidity, and soluble solids. …”
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Unified estimation of rice canopy leaf area index over multiple periods based on UAV multispectral imagery and deep learning by Haixia Li, Qian Li, Chunlai Yu, Shanjun Luo

“…Leaf area index (LAI) is a key indicator for assessing the growth condition and yield potential of rice, and the traditional methods for obtaining LAI have problems such as low efficiency and large error. With the development of remote sensing technology, unmanned aerial multispectral remote sensing combined with deep learning technology provides a new way for efficient and accurate estimation of LAI in rice. …”
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Meta‐Device for Field‐of‐View Tunability via Adaptive Optical Spatial Differentiation by Yin Zhou, Lin Li, Junhao Zhang, Jialuo Cheng, Xiaoyuan Liu, Yunhui Gao, Zihan Geng, Lei Li, Junxiao Zhou, Mu Ku Chen

“…This method improves the ability to acquire spatial information and facilitates edge detection over a wider angular range. …”
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Token Mixing for Breast Cancer Diagnosis: Pre-Trained MLP-Mixer Models on Mammograms by Hosameldin O. A. Ahmed, Asoke K. Nandi

“…However, CNNs rely on localised feature extraction, limiting their ability to capture long-range dependencies essential for robust classification. …”
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