Small target detection in coal mine underground based on improved RTDETR algorithm by Feng Tian, Cong Song, Xiaopei Liu

“…Abstract Aiming at the problem of low detection accuracy of small targets such as helmets and self-rescuers in complex scenarios in coal mines, a small target detection method based on improved Real-Time DEtection TRansformer (RTDETR) for underground coal mines is proposed. …”
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Comprehensive review on chromatographic analysis of flavonoids in fruits by Ahmet Cetinkaya, Seyda Yayla, M. Mesud Hurkul, Sibel A. Ozkan

“…Methods such as high-performance liquid chromatography (HPLC), gas chromatography (GC), thin-layer chromatography (TLC), and liquid chromatography-tandem mass spectrometry (LC-MS) are crucial for the analysis of flavonoids. …”
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FINE-TUNING RESNET50V2 WITH ADAMW AND ADAPTIVE TRANSFER LEARNING FOR SONGKET CLASSIFICATION IN LOMBOK by Erfan Wahyudi, Bahtiar Imran, Zaeniah, Surni Erniwati, Muh Nasirudin Karim, Zumratul Muahidin

“…Although the results are excellent, increasing the dataset size and exploring more complex model architectures could further enhance performance. …”
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YConvFormer: A Lightweight and Robust Transformer for Gearbox Fault Diagnosis with Time–Frequency Fusion by Yihang Peng, Jianjie Zhang, Songpeng Liu, Mingyang Zhang, Yichen Guo

“…Many existing methods either rely on complex architectures that are computationally expensive or oversimplified models that lack robustness to environmental interference. …”
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An intelligent prediction method for rock core integrity based on deep learning by Zhaoxia Hu, Hua Mei, Lei Yu

“…Then the fused feature layer is decoded by the feature decoder to output the detection results of rock core fissure. …”
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Multi-task feature integration and interactive active learning for scene image resizing by Ludan Shi, Xianhua Yan, Sen Wang

“…This study attempts to seamlessly combine multi-channel perceptual visual features for the adaptive retargeting of images characterized by complex spatial configurations. The key of our approach is the formulation of an in-depth hierarchical model dedicated to the precise capture of human gaze dynamics. …”
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Multiple Feature Vectors Based Fault Classification for WSN Integrated Bearing of Rolling Mill by Bo Qin, Luyang Zhang, Heng Yin, Yan Qin

“…Traditional methods always characterize fault feature using a single fault vector, which may fail to reveal whole fault influences caused by complex process disturbances. Besides, it may also lead to poor fault classification accuracy. …”
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Estimating nesting habitat characteristics for the Kentish plover (Anarhynchus alexandrinus) with the effect of substrate and vegetation using a Bayesian network approach. by Dong-Yun Lee, Ju-Hyun Lee, Jong-Ju Son, Seung-Jun Oh, Ha-Cheol Sung

“…These findings highlight the importance of evaluating the complex interactions between plover nests and substrate characteristics, including soil porosity and permeability. …”
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Dynamic Impact of the Southern Annular Mode on the Antarctic Ozone Hole Area by Jae N. Lee, Dong L. Wu

“…These findings highlight the complex dynamics of PW propagation and their potential impact on the SAM and ozone layer. …”
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THE POSSIBILITY OF STUDYING SUPERSONIC FLOW PROFILE CLOSE TO THE SCREEN BY THE METHOD OF HYDRAULIC ANALOG MODELING by D. T. Aliakbarov, A. A. Kukin, V. V. Trofimov

“…Supersonic flow around the system of bodies (lattice wings, a wing near the shielding surface, blades of supersonic stages of the compressor, etc.) is accompanied by complex pictures of shock waves, which depend on several parameters characterizing the mutual arrangement, the bodies of their external shapes and sizes, as well as the Mach number. …”
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Substantial changes in land and forest management led to critical transitions in peatland functioning over the last 700 years by Katarzyna Marcisz, Mariusz Bąk, Mariusz Lamentowicz, Piotr Kołaczek, Thomas Theurer, Paweł Matulewski, Dmitri Mauquoy

“…Detailed analyses of a distinct charcoal layer present in the peat show that increased fire activity as recorded by charcoal accumulation does not necessarily equate to burning intensity. …”
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A lightweight fabric defect detection with parallel dilated convolution and dual attention mechanism by Zheqing Zhang, Kezhong Lu, Gaoming Yang

“…However, most of these methods rely on complex model with heavy parameters, leading to high computational costs that hinder their adaptation to real-time detection environments. …”
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Advanced Multi-Scale CNN-BiLSTM for Robust Photovoltaic Fault Detection by Xiaojuan Zhang, Bo Jing, Xiaoxuan Jiao, Ruixu Yao

“…Conventional approaches, however, struggle in complex industrial environments characterized by high noise, data incompleteness, and class imbalance. …”
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Tipping cascades between conflict and cooperation in climate change by J. Scheffran, W. Guo, F. Krampe, U. Okpara

“…<p>Following empirical research on the dynamics of conflict and cooperation under climate change, conditions, pathways, and societal responses in the climate–security nexus are analysed. Complex interactions between climate risks and conflict risks are connected to models of tipping points, compounding and cascading risks in the context of multiple crises. …”
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A Signal-Based Data Fusion Approach in Non-DestructiveTesting of Composite Materials in the Aerospace Industry by Tom Avikasis Cohen, Anna Brook

“…Our findings highlight that data fusion markedly improves NDT effectiveness in complex, multi-layered composite aerospace materials, raising industry standards in both efficiency and accuracy. …”
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Zur Epigraphik – als einem der Aufgabenbereiche der Philologie. Eine Fallstudie: Das Epitaph von Erasmus Hesse aus Benau/Bieniów (1566) by Marek Biszczanik

“…The Lower Lusatian epitaphs were already the subject of historical research, but only the purely historical side of the entire complex of tasks that is inextricably linked to the research of epitaph texts can be considered fulfilled. …”
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Development and Assessment of Highly Sensitive, Economically Viable, and Environmentally Sustainable Fabric-Based Flexible Capacitive Pressure Sensors by Subrata Pandey, Soumitra Kumar Mandal

“…Yet, their expensive materials, complex, and environmentally detrimental manufacturing processes impede their widespread adoption. …”
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ChaMTeC: CHAnnel Mixing and TEmporal Convolution Network for Time-Series Anomaly Detection by Ibrahim Delibasoglu, Deniz Balta, Musa Balta

“…ChaMTeC integrates an inverted embedding strategy, multi-layer temporal encoding, and a Mean Squared Error (MSE)-based feedback mechanism with dynamic thresholding to enhance anomaly detection performance. …”
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Microstructure and dynamic mechanical properties of laser alloyed coating on 97W surface by Lijuan ZHENG, Jiwei WANG, Mengqin CHEN, Yuming FU

“…The results show that the composite coating containing 2% C3N4 generates complex carbides and nitrides such as (Fe, Cr)4W2N and (Fe, Cr)3W3C, and the microstructure presents a regular reticular structure with more uniform element distribution and smaller grain size; the average microhardness of the fusion-coated layer reaches 2.3 times that of the 97 W matrix; the addition of the composite coating improves the degree of strain reinforcement in the overall structural material, but the strain rate sensitivity of the overall material is reduced, and the overall structure fails in the form of W particle disintegration under the strain rate loading of 3500 s−1.…”
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Long-Term (2007 to 2018) Energy and CO2 Fluxes over an Agriculture Ecosystem in the Southeastern Margin of the Tibetan Plateau by Anlun Xu, Jian Li, Qun Du, Baoju Dong

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