Detection of Methane Emissive “Hot Spots” in Landfills: An Advanced Statistical Method for Processing UAV Data by Maurizio Guerra, Maurizio De Molfetta, Antonio Diligenti, Marco Falconi, Vincenzo Fiano, Chiara Fiori, Donatello Fosco, Lucina Luchetti, Bruno Notarnicola, Pietro Alexander Renzulli, Enrico Sacchi, Nino Tarantino, Marcello Tognacci, Antonella Vecchio

“…Future work should refine UAV flight patterns and data processing with semi-controlled experiments—using known methane sources—to determine optimal acquisition parameters, such as flight height, sampling frequency, grid resolution, and wind influence.…”
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Experiences of Self-Collected Human Papilloma Virus (HPV) Testing Among Women Aged 20 to 65 Years in Ho Chi Minh City, Vietnam by Ai H. T. Pham, Thao H. Ha, Thanh Q. Le, Dat Q. Nguyen, Tuan M. Vo

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A SA-ANN-Based Modeling Method for Human Cognition Mechanism and the PSACO Cognition Algorithm by Shuting Chen, Dapeng Tan

“…The comparative cognition experiments prove that the method can obtain better performances of information understanding and fault-tolerant learning, and the cognition accuracies for original sample, damaged sample, and transformed sample can reach 99.6%, 99.2%, and 97.1%, respectively.…”
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Impact of sodium on acetone sensing behaviour of ZnO prepared by microwave-assisted combustion method by Divyanshu Singh, Anurag Shukla, Sumit Mishra, Brajendra Singh

“…Abstract Herein, we have reported the preparation, characterization, and acetone sensing properties of ZnO, 2%,5%, and 10% Na-doped ZnO samples synthesized using the microwave-assisted combustion method, aimed to enhance the sensitivity at low temperatures. …”
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Iron determination in multivitamin tablets: Enhancing military nutritional preparedness based linear regression method by Agus Eko Prasojo, Reza Anitasari, Windy Nelasari Sijabat, Naufan Nurrosyid

“…AAS is also an important method that has the most extensive application in metal analysis. most of the determinations were carried out by thin spectrophotometry, therefore an experiment was carried out to determine the Fe content in multivitamin tablets using the atomic absorption spectrophotometry method has high selectivity and sensitivity. …”
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In Vitro Passive eDNA Sampling Provides a Cost‐Effective Alternative for Large Scale Sample Collection by Samuel Thompson, Simon Jarman, Kingsley Griffin, Matthew Heydenrych, Julian Partridge, Tim Langlois

“…Here we trial new passive eDNA sampling methods, which we term ‘in vitro passive eDNA sampling’; where a water aliquot is collected at a sampling location and passively sampled in a microcosm experiment, allowing for high‐density sampling while the researcher moves to other areas. …”
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Semi-Supervised Fault Diagnosis Method for Hydraulic Pumps Based on Data Augmentation Consistency Regularization by Siyuan Liu, Jixiong Yin, Zhengming Zhang, Yongqiang Zhang, Chao Ai, Wanlu Jiang

“…Due to the scarcity of labeled samples, the practical engineering application of deep learning-based hydraulic pump fault diagnosis methods is extremely challenging. …”
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Development and Experimental Verification of Underwater Concrete Defect Detection Device Using Impact Echo Method by WAN Fa, LI Hai-feng, HUANG Wei-ping, ZHANG Liang

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A Discrimination Method and Experimental Study for Predicting the Failure Strength of Saturated Sandstone Based on RVSD by Rongpeng Ren, Chi Li, Xiang Wu, Ruizhou Yang, XiaoYan Yang, Xianfeng Li, Yanchao Wang, Bo Yin

“…Our proposed method for determining the characteristic points during the loading process of rock samples conforms to the principles of electrical resistivity and acoustic emission testing and can be easily adopted. …”
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Illustration image style transfer method design based on improved cyclic consistent adversarial network. by Xiaojun Wang, Jing Jiang

“…To improve the expressiveness and realism of illustration images, the experiment innovatively combines the attention mechanism with the cycle consistency adversarial network and proposes an efficient style transfer method for illustration images. …”
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A competitive-collaborative nonnegative representation method and its application for face recognition in smart campus by Tingting Guo, Ziqi Li, Jun Sun, Yonghong Zhang, Qingfeng Xia, Ke Ren

“…The nonnegative representation-based classification (NRC) method has attracted increasing attention in the field of face recognition. …”
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Snow Leopard Infrared Camera Image Detection Method Based on Improved EfficientDet Model by DAI Tianhong, LIU Chao

“…The results of the contrast experiment and the ablation experiment show that the proposed method has better detection speed and accuracy than Faster-RCNN，YOLOv3 and SSD. …”
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A Self-Supervised Specific Emitter Identification Method Based on Contrastive Asymmetric Masked Learning by Dong Wang, Yonghui Huang, Tianshu Cui, Yan Zhu

“…To address these issues, this paper proposes a novel contrastive asymmetric masked learning-based SEI (CAML-SEI) method, effectively solving the problem of SEI under scarce labeled samples. …”
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Research on Correction Method of Water Quality Ultraviolet-Visible Spectrum Data Based on Compressed Sensing by Fengxiao Li, Bin Tang, Mingfu Zhao, Xinyu Hu, Shenghui Shi, Mi Zhou

“…This article uses standard solution experiments to explore the compressed sensing theory for turbidity correction, and through the correction of the absorption spectrum of the actual water sample, it verifies the feasibility of the compression theory for turbidity correction. …”
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An Efficient Method for Generating a Super-Sized and Heterogeneous Pore-Throat Network Model of Rock by Chunlei Yu, Wenbin Chen, Junjian Li, Shuoliang Wang

“…The 100-megapixel model with 85,000 pores was generated in 455.9 s. This method can generate cross-scale models and provides a basis for cross-scale modeling in physical simulation experiments and numerical simulations.…”
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High-Precision Dynamics Characteristic Modeling Method Research considering the Influence Factors of Hydropneumatic Suspension by Wenguang Wu, Hongliang Tang, Sha Zhang, Lin Hu, Fanhao Zhang

“…A limited number of simulation sample points were designed based on the variation ranges of the above factors using the design of experiment (DOE) method. …”
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Few-shot network intrusion detection method based on multi-domain fusion and cross-attention. by Congyuan Xu, Donghui Li, Zihao Liu, Jun Yang, Qinfeng Shen, Ningbing Tong

“…However, their performance often deteriorates significantly in real-world scenarios characterized by limited attack samples and substantial domain shifts. To address this challenge, we propose a novel few-shot intrusion detection method that integrates multi-domain feature fusion with a bidirectional cross-attention mechanism. …”
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L-Shaped-Sensor-Array-Based Localization and Tracking Method for 3D Maneuvering Target by Xing Zhang, Xue Wang

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Development and validation of the method for the quantitative determination of methotrexate in a transport medium by HPLC-MS/MS by P. Yu. Mylnikov, Yu. Tranova, A. V. Shchulkin, E. N. Yakusheva

“…Results. The developed method was validated according to the following parameters: selectivity, linearity, accuracy, precision, limit of quantitative determination, sample transfer, sample stability. …”
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RLita: A Region-Level Image–Text Alignment Method for Remote Sensing Foundation Model by Qiang Zhang, Decheng Wang, Xiao Yu

“…Experiments on five remote sensing datasets including object detection, semantic segmentation, and change detection show the effectiveness of the RLita method.…”
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