RADIO-WAVES REFLECTION AT REMOTE SENSING OF UNDERLYING COVERS by L. P. Ligthart, A. I. Kozlov, A. I. Logvin, I. V. Avtin

“…Precise decision is obtained for layered media with the law of change in the complex permittivity the polynomial and linear characteristics. …”
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ACSAformer: A crime forecasting model based on sparse attention and adaptive graph convolution by Zhenkai Qin, Baozhong Wei, Baozhong Wei, Caifeng Gao, Caifeng Gao, Feng Zhu, Feng Zhu, Weiqi Qin, Weiqi Qin, Qian Zhang

“…The model integrates the Transformer architecture with adaptive graph convolutional layers and a sparse attention mechanism. The incorporation of adaptive graph convolution significantly enhances the model’s ability to represent multivariate spatiotemporal sequences, enabling it to capture complex inter-feature relationships and dynamic correlations, thereby improving generalization and predictive accuracy. …”
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Comparison of temperature and wind profiles between ground-based remote sensing observations and numerical weather prediction model in complex Alpine topography: the Meiringen camp... by A. Bugnard, M. Collaud Coen, M. Hervo, D. Leuenberger, M. Arpagaus, S. Monhart

“…Valley winds affect them by favoring horizontal transport and exchange between the boundary layer and the free troposphere, whereas temperature inversion concentrates pollutants in cold stable surface layers. …”
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Association between Optic Nerve Head Microcirculation and Macular Ganglion Cell Complex Thickness in Eyes with Untreated Normal Tension Glaucoma and a Hemifield Defect by Ayako Anraku, Kyoko Ishida, Nobuko Enomoto, Seiji Takagi, Hiroyuki Ito, Asuka Takeyama, Fumihiko Yagi, Goji Tomita

“…We evaluated the association between optic nerve head (ONH) microcirculation and macular ganglion cell complex (mGCC) thickness in patients with untreated normal tension glaucoma (NTG) and a hemifield defect. …”
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YOLO-EFM: Efficient traffic flow monitoring algorithm with enhanced multi-level information fusion by Shizhou Xu, Kaidi Cui

“…Modern drones are capable of autonomously and efficiently collecting traffic images in complex environments to implement downstream detection tasks. …”
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Poincare guided geometric UNet for left atrial epicardial adipose tissue segmentation in Dixon MRI images by Marjan Firouznia, Erik Ylipää, Markus Henningsson, Carl-Johan Carlhäll

“…By using hyperbolic space learning, PoinUNet captures complex LA and EAT relationships and addresses class imbalance and fat geometry challenges using a new loss function. …”
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Horizontal Autoscaling of Virtual Machines in Hybrid Cloud Infrastructures: Current Status, Challenges, and Opportunities by Thushantha Lakmal Betti Pillippuge, Zaheer Khan, Kamran Munir

“…Unlike the Platform as a Service (PaaS) and Software as a Service (SaaS) layers, where cloud providers offer managed elasticity features, the VMs at the IaaS layer often lack such capabilities. …”
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IEWNet: Multi-Scale Robust Watermarking Network Against Infrared Image Enhancement Attacks by Yu Bai, Li Li, Shanqing Zhang, Jianfeng Lu, Ting Luo

“…This model trains a preprocessing module for extracting image features based on the conventional Undecimated Dual Tree Complex Wavelet Transform (UDTCWT). Furthermore, we consider developing a noise layer with a focus on four deep learning and eight classical attacks, and all of these attacks are based on IRE algorithms. …”
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SERBP1-PCIF1 complex-controlled m6Am modification in glutamatergic neurons of the primary somatosensory cortex is required for neuropathic pain in mice by Yue Huang, Gan Ma, Shan Xie, Runa Wei, Ya Liu, Ying Zeng, Yaxuan Zhao, Qihui Wang, Li Yang, Huiying Huang, Lingyun Hao, Xiaotian Zhao, Hongjun Wang, Wen Shen, Stanley Sau Ching Wong, Jun-Li Cao, Yuan-Xiang Tao, Zhi-Qiang Pan

“…Phosphorylated CTD interacting factor-1 (PCIF1)-triggered N6, 2′-O-dimethyladenosine (m6Am) mRNA modification represents an additional layer of gene regulation. However, the role of PCIF1 in these disorders is elusive. …”
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THE INFLUENCE OF SOIL DENSITY AND THE CHARACTER OF RADIOACTIVE 134Cs And 137Cs POLLUTION’S DISTRIBUTION ON in situ MEASUREMENTS by A. I. Zhukouski, O. M. Anshakou, A. O. Nichyparchuk, P. M. Marozik, S. A. Kuten

“…Basic information of a gamma radiation source (radionuclides content, effective radius of measurement area and thickness of contaminated layer) can be obtained directly during measurement. …”
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EEG Functional Connection Analysis Based on the Weight Distribution of Convolutional Neural Network by Jinglong Wu, Peiwen Huang, Tiantian Liu, Go Ritsu, Duanduan Chen, Tianyi Yan

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Pore‐Scale Modeling of Water and Ion Diffusion in Partially Saturated Clays by Yuankai Yang, Sergey V. Churakov, Ravi A. Patel, Nikolaos Prasianakis, Guido Deissmann, Dirk Bosbach, Jenna Poonoosamy

“…By comparing the local electric potential and the distribution of ion concentrations in single pores, the simulation results suggest that the EDL in unsaturated clays has a more complex influence on ion distribution than under fully water‐saturated conditions. …”
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Study on the Corrosion Evolution and Mechanical Properties of Q420qENH Weathering Steel in Marine Atmospheric Conditions by CHENG Haigen, ZOU Peng, ZHENG Shangmin, GONG Hanlong, WU Tianwen

“…With the continuous development of weathering steel in the field of bridges in recent years，there have been numerous cases of weathering steel being used without coating， but the service environment for weathering steel needs to be studied， especially in the complex environment such as highly corrosive marine atmosphere.Therefore， taking Q420qENH steel used in the Zangmu Yarlung Zangbo River extra-large bridge as the research object， the marine atmospheric corrosion environment was simulated using an electrolytic accelerated corrosion test.The corrosion behavior of Q420qENH in this environment and the reduction in the mechanical properties of the weathering steel base metal and its butt joint after corrosion were investigated.Based on the corrosion kinetics， morphology evolution of the rust layer， phase composition， the acceleration effect of the electrolytic corrosion test， and the reduction in mechanical properties， a multi-angle comprehensive analysis was conducted.Results showed that the corrosion rate of Q420qENH in the marine atmosphere increased initially and then decreased.The weathering steel primarily relied on Fe3O4 to form a thick， slightly dense rust layer， which prevented direct erosion of the substrate by water， oxygen and pollutants in the atmospheric environment.However， the surface rust layer was loose and porous， limiting its ability to prevent the invasion of corrosive media.Additionally， it was difficult for Q420qENH to form a dense surface rust layer in the marine atmospheric corrosion environment.The corrosion grade was between C3 and C4， and it was concluded that Q420qENH was unsuitable for coating-free use in such environments.In terms of mechanical properties， the degrees of reduction in yield strength， tensile strength and elongation of the base metal of the weathering steel and its butt joint after 4，8 and 14 h of corrosion gradually increased compared to those without corrosion.However， after 14 h of accelerated corrosion， the yield strength and tensile strength remained above 360 MPa and 466 MPa， respectively， with the mechanical strength still at a high level.…”
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Enhancing river and lake wastewater reuse recommendation in industrial and agricultural using AquaMeld techniques by J. Priskilla Angel Rani, C. Yesubai Rubavathi

“…This study uses AquaMeld and Multi-Layer Perceptron with Recurrent Neural Network (MLP-RNN) algorithms to create a complete recommendation system. …”
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Plasma-chemical synthesis of carbide-based vacuum-plasma functional coatings and study of tribological characteristics of friction pairs by Олексій Сагалович, Владислав Сагалович, Віктор Попов, Станіслав Дуднік

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Field assessments on the impact of CO₂ concentration fluctuations along with complex-terrain flows on the estimation of the net ecosystem exchange of temperate forests by D. Teng, D. Teng, J. Zhu, J. Zhu, J. Zhu, T. Gao, T. Gao, T. Gao, F. Yu, F. Yu, Y. Zhu, Y. Zhu, X. Zhou, X. Zhou, B. Yang

“…The CO<span class="inline-formula">₂</span> storage dominates the NEE equation under a stable atmospheric stratification when the equation is used for forest ecosystems over complex terrains. However, estimating <span class="inline-formula"><i>F</i>_s</span> remains challenging due to the frequent gusts and random fluctuations in boundary-layer flows that lead to tremendous difficulties in capturing the true trend of CO<span class="inline-formula">₂</span> changes for use in storage estimation from eddy covariance along with atmospheric profile techniques. …”
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XTNSR: Xception-based transformer network for single image super resolution by Jagrati Talreja, Supavadee Aramvith, Takao Onoye

“…The model processes grid-like image patches effectively and reduces computational complexity by integrating a Patch Embedding layer. Whereas the Xception blocks use depth-wise separable convolutions for hierarchical feature extraction, the LWFT blocks capture long-range dependencies and fine-grained qualities. …”
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Deformation behavior of typical inclusions in GCr15 during hot rolling process by Jiang Y.-H., Mou Q.-Q., Deng X.-D., Muvunyi R.A., Li J.-L.

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Optical coherence tomography and its role in the diagnosis of ocular hypertension, preperimetric and perimetric glaucoma by B. Angelov, K. Petrova

“…To study diagnostic capabilities of OCT parameters (ganglion cell complex/GCC and retinal nerve fiber layer/RNFL) and their ability to discriminate between normal and ocular hypertension (OH), preperimetric glaucoma (PPG), and early, moderate, and advanced perimetric glaucoma (PG) eyes. …”
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«Wrong fish» or wrong hypotheses: what happens to nekton of the Pacific waters at Kuril Islands? by V. P. Shuntov, O. A. Ivanov

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