Extractive Spectrophotometric Methods for the Determination of Rosuvastatin Calcium in Pure Form and in Pharmaceutical Formulations by Using Safranin O and Methylene blue by Marothu Vamsi Krishna, Dannana Gowri Sankar

“…The absorbance of the chloroform layer for each method was measured at its appropriate λmax against the reagent blank. …”
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StomaYOLO: A Lightweight Maize Phenotypic Stomatal Cell Detector Based on Multi-Task Training by Ziqi Yang, Yiran Liao, Ziao Chen, Zhenzhen Lin, Wenyuan Huang, Yanxi Liu, Yuling Liu, Yamin Fan, Jie Xu, Lijia Xu, Jiong Mu

“…Leveraging the YOLOv11 framework, StomaYOLO integrates the Small Object Detection layer P2, the dynamic convolution module, and exploits large-scale epidermal cell features to enhance stomatal recognition through auxiliary training. …”
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Multiscale Attention Feature Fusion Based on Improved Transformer for Hyperspectral Image and LiDAR Data Classification by Aili Wang, Guilong Lei, Shiyu Dai, Haibin Wu, Yuji Iwahori

“…This structure combines the advantages of the Swin transformer, featuring a nonlocal receptive field fusion by progressively expanding the window's receptive field layer by layer while preserving the spatial features of the image. …”
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Exploring dual-coating strategies for probiotic microencapsulation using polysaccharide and protein systems by Phin Yin Sin, Suat Hian Tan, Mohd Fazli Farida Asras, Chin Mei Lee, Thong Chuan Lee, Md. Rezaul Karim, Nyuk Ling Ma

“…Future research should focus on advanced techniques like layer-by-layer assembly for precise control of coating layers. …”
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SAM2Former: Segment Anything Model 2 Assisting UNet-Like Transformer for Remote Sensing Image Semantic Segmentation by Xuewen Li, Xiaomin Tian, Zihong Wang, Feng Zhang, Yanting Zhang, Na Yang, Chuanzhao Tian

“…Firstly, we incorporate the lightweight Adapter to perform parameter-efficient fine-tuning on SAM2 and design a multi-scale information aggregation module (MIAM) to connect the dual-encoder, which weighted multi-scale features layer by layer of SAM2 Block and CNN, preserving key information in the image. …”
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An Efficient and Hybrid Deep Learning-Driven Model to Enhance Security and Performance of Healthcare Internet of Things by Muhammad Babar, Muhammad Usman Tariq, Basit Qureshi, Zabeeh Ullah, Fahim Arif, Zahid Khan

“…Sensors and actuators are used in smart medical devices to collect data about the human body, which is then sent to the fog layer for analysis. However, H-IoT devices present security and Quality of Service (QoS) concerns because of their critical nature, complexity, and dynamic features, which make them incompatible with conventional network topologies. …”
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Vowel classification with combining pitch detection and one‐dimensional convolutional neural network based classifier for gender identification by Chia‐Hung Lin, Hsiang‐Yueh Lai, Ping‐Tzan Huang, Pi‐Yun Chen, Chien‐Ming Li

“…Consequently, a classifier was used in the classification layer to identify the speakers' gender. The proposed PD‐based extractor and voice classifier could reduce complexity and improve classification efficiency. …”
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Research Progress and Application of UAV Multi-Sensor Data Fusion Technology by Jia Yifei, Ji Yuhan

“…This paper reviews the research progress of UAV multi - sensor data fusion technology. With the complexity of application scenarios, single - sensor UAVs can’t meet the requirements. …”
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Two-way relaying protocol tailored for sensor network by Qing-feng ZHOU, Zhi-zhong DING, Cai-hong KAI

“…A three-time-slot two-way relaying protocol,named as two-way selective decode-and-forward (TW-SDF) protocol,was proposed.This relaying protocol integrates network coding and the selective decode-and-forward method,and was tailored for wireless networks with simple devices,like sensor networks.Compared with the well-known physical-layer network coding protocol,the considered TW-SDF has the merits of full diversity order gain,low encoding and decoding complexity and easy-to-implement.Provided block codes,an upper bound on the block error rate of TW-SDF was derived and proved,which is valid for all hard decoders.Simulation results further verify that the upper bound is remarkably tight if BCH codes are utilized.…”
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N6-adenosine methylation in MiRNAs. by Tea Berulava, Sven Rahmann, Katrin Rademacher, Ludgar Klein-Hitpass, Bernhard Horsthemke

“…The epigenetic modification of an epigenetic modifier as described here adds a new layer to the complexity of the posttranscriptional regulation of gene expression.…”
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Autonomous Landing Guidance for Quad-UAVs Based on Visual Image and Altitude Estimation by Lingxia Mu, Shaowei Cao, Youmin Zhang, Xielong Zhang, Nan Feng, Yuan Zhang

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Research Framework and Anticipated Results of Key Technologies for Distributed Certificate-less Network Identity Systems by ZHANG Xiaosong, CAO Sheng, LU Tianbo, YANG Kun, GUI Xun, XIE Guotao, NIU Weina

“…This project provides theoretical models and technical methods for digital identity authentication that are suitable for large-scale IoT identity authentication by constructing a high-performance hardware layer and developing multi-level smart contract virtual machines. …”
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Para-YOLO: An Efficient High-Parameter Low-Computation Algorithm Based on YOLO11n for Remote Sensing Object Detection by Hang Chen, Qi Cao, Yongqiang Wang, Shang Wang, Haisheng Fu, Zhenjiao Chen, Feng Liang

“…However, technical challenges persist due to background complexity, varying object scales, and interclass similarities. …”
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Study on Electrical Dispersion Characteristics of Two-Dimensional Rock Based on LBM by SHI Hongwei, KE Shizhen, ZHANG Yuhang, HU Hao, LUO Hu, TAO Jie

“…In the process of oil and gas field exploration and development, the complex resistivity spectral logging technology utilizes the dispersion characteristics of rock impedance, which can more accurately distinguish oil, gas, and water layers. …”
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Lightweight detection algorithms for small targets on unmanned mining trucks by Shuoqi CHENG, Yilihamu·YAERMAIMAITI, Lirong XIE, Xiyu LI, Ying MA

“…Additionally, it designs a detection decoupling head with a multi-head attention mechanism to improve the issue of network complexity caused by convolutional layer redundancy, processes spatial dimensions to focus on capturing target features, reduces interference from irrelevant backgrounds, and enhances the accuracy of occluded target recognition.urthermore, it constructs a lightweight neural network with dual convolution (CDC), enhancing inter-channel information flow, improving model feature expression capability, and reducing model complexity. …”
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Characterization of braided river reservoir architecture based on seismic attribute stacking ensemble learning: A case study of the C-2 oilfield in the Bohai Bay Basin by ZHANG Zhang, MENG Peng, YANG Wei, ZHANG Xiaolong, HUANG Qi, WANG Haoran

“…It is characterized by thin reservoir layers, vertically stacked multi-phase sandbodies, and rapid lateral facies transitions, leading to complex internal reservoir structures and connectivity. …”
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Evaluating the impact of hyperparameters on the performance of 1D CNN model for nutritional profiling of underutilized crops using NIRS data by Simardeep Kaur, Naseeb Singh, Amit Kumar, Philanim W S, Veerendra Kumar Verma, Amit Kumar Patil, Rakesh Bhardwaj, Amritbir Riar

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Research of flooded monuments on the north shore of lake Issyk-Kul in 2023–2024 by Menshikov Maksim Yu., Kolchenko Valerii A., Luzhansky Dmitry V.

“…Archaeologists have discovered the remains of brick medieval buildings and kiln complexes under water. Fragments of ceramic vessels, animal bones and slag were found at the bottom of the lake. …”
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Design of SoC/SIP simulation acceleration based on distributed computing by Wang Feng, Zhang Lirong, Wang Lei

“…With the continuous growth of IC design scale and complexity, traditional EDA verification is more and more restricted especially for sub-system and SoC full chip level simulation efficiency. …”
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Preliminary Studies on Gas Foil Thrust Bearings with Stepped Foils by Supreeth Shivakumar, Thipaaiah NagaRaju, Rattehalli Ningachar Ravikumar

“…Studies on non-contact hydrodynamic foil thrust bearings (FTB) with a diameter of 224 mm were fabricated and tested for operating speeds up to 20,000 rpm. Single layer top foils and stepped / multiple foils with steel and copper foil materials were used in the present study that eliminates the complexity of foil design and manufacturing. …”
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