Geochemical approach to the study of spatial relations and transformation of landscapes (the example of Western Caucasus) by Viktor Aleksandrovich Shalnev, Ekaterina Aleksandrovna Lyashenko, Viktoria Viktorovna Melnychuk, Alexander Aleksandrovich Tokarev

“…The index values in most of the facies (except fir forests) testify to the predominance of unstable and weakly stable relations, they are more dependent on external factors and a predisposition to processes of transformation. The indices of tension bioecosystem ties allowed the typology of geochemical environments for the different facies of medium and high mountains landscapes.…”
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Image rain removal network based on checkerboard transformer and CNN hybrid mechanism. by Yutian Yang, Jianyu Lin, Xinyue Dai, Zhipei Zhang, Shuijin Zhang, Yingyu Chen, Guangxin Kong, Xin Li

“…The network seamlessly integrates the advantages of Transformer and fitted neural network (CNN) in a checkerboard architecture, fully utilizing the global modeling capability of Transformer and the local feature extraction efficiency of CNN.ChessFormer adopts a multilevel feature extraction and progressive feature fusion strategy to efficiently achieve the rain line while preserving the We design a multidimensional transposed attention (MSTA), which enhances the network fusion for different rain patterns and mechanism image textures by combining self-attention with gated phase operation. …”
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Research of Online Error Prediction and Parallel Algorithm for Voltage Transformer in Smart Grid by Xin Xianfeng, Chen Rongye, Lin Cong, Liu Qingchan, He Zhaolei, Li Tengbin, Yang Guangrun, Kochan Orest, Karpa Mykhailo

“…This article mainly focuses on the online error prediction and the parallelization method of voltage transformers. First, an optimized multi-layer perceptron model based on the sparrow search algorithm (SSA) is proposed. …”
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Spatial Analysis of Digital Transformation on Food Security in Sumatra: Amidst Climate Change by Moh Najikhul Fajri, Backtiar Putra Pratama, Fifi Amilia Wulandari

“…Food security levels are measured using the entropy method, while the effects of digital transformation are assessed through spatial panel regression to capture both spatial and temporal variations.The results indicate that digitalization has a significant positive effect on food security in the long run. …”
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Authoritarian continuity. HIV/AIDS policies as revealing the (non)transformations of the state in Cameroon by Larissa Kojoué

“…The present article examines political practice in Cameroon, its transformations and variations through a sociological analysis of public HIV/AIDS action targeting children. …”
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Multiscale Graph Transformer Network With Dynamic Superpixel Pyramid for Hyperspectral Image Classification by Tingting Wang, Yao Sun, Yunfeng Hu

“…To address these limitations, we propose a multi-scale graph transformer network (MSGTN), which captures spatial features at different scales through multiscale graph convolutional networks (GCNs) with adaptive graph structures. …”
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KT-Deblur: Kolmogorov–Arnold and Transformer Networks for Remote Sensing Image Deblurring by Baoyu Zhu, Zekun Li, Qunbo Lv, Zheng Tan, Kai Zhang

“…This framework overcomes the constraints of traditional networks’ fixed nonlinear transformations by employing adaptive activation regulation for different blur types through KANs’ differentiable basis functions. …”
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Pear Fruit Detection Model in Natural Environment Based on Lightweight Transformer Architecture by Zheng Huang, Xiuhua Zhang, Hongsen Wang, Huajie Wei, Yi Zhang, Guihong Zhou

“…Meanwhile, Xinli No. 7 fruit data set with different environmental conditions is established. …”
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ENHANCING HEALTHCARE IN PANGASINAN: SIMULATING BLOCKCHAIN’S SMART CONTRACT SECURITY FOR DIGITAL TRANSFORMATION by Lenigrace Mecias, Thelma D. Palaoag

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Scenarios of Carbon Capture and Storage Importance in the Process of Energy System Transformation in Poland by Aurelia Rybak, Jarosław Joostberens

“…The research presented here analyses the importance of CCS in energy transformation. This article proposes adapting the energy transformation method to the structure of the energy mix and conditions prevailing in a specific country. …”
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Harmonic Current Effect on Vibration Characteristics of Oil-Immersed Transformers and Their Experimental Verification by Dexu Zou, Jian Hao, Weiju Dai, Guochao Qian, Haoruo Sun, Jing Xu

“…Finally, through a rigorous experimental analysis of transformer vibrations under harmonic currents, this research elucidates the variation patterns of characteristic vibration parameters of transformers under different harmonic currents. …”
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Transforming winemaking waste: grape pomace as a sustainable source of bioactive compounds by Anna Karastergiou, Anne-Laure Gancel, Michael Jourdes, Pierre-Louis Teissedre

“…Total polyphenol content (TPC) was measured using the Folin–Ciocalteu method, while phenolic profiling—covering phenolic acids, flavonoids (flavan-3-ols, anthocyanins, flavonols) and stilbenes—was conducted using HPLC-DAD-ESI-QQQ. …”
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A Multi‐Scale Time Adaptive Fusion Network for Transformer Fault Diagnosis by XuMing Liu, XiaoKun He, YongLin Li

“…Finally, the multi‐scale temporal fusion (MSTF) module balances the fusion of multi‐scale temporal features and global dependencies, adapting to different tasks and data distributions. Extensive experiments on publicly available datasets demonstrate that the MSTAFN model outperforms comparison models across multiple evaluation metrics, proving its effectiveness and superiority in transformer fault diagnosis.…”
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Nystromformer based cross-modality transformer for visible-infrared person re-identification by Ranjit Kumar Mishra, Arijit Mondal, Jimson Mathew

“…Additionally, NiCTRAM outperforms existing methods on RegDB and LLCM, achieving up to 5.90% higher Rank-1 accuracy and 5.83% higher mAP in Thermal-to-Visible mode. …”
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An Overview: PAH and Nitro-PAH Emission from the Stationary Sources and their Transformations in the Atmosphere by Yen-Yi Lee, Yen-Kung Hsieh, Bo-Wun Huang, Justus Kavita Mutuku, Guo-Ping Chang-Chien, Shiwei Huang

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Predictors of hemorrhagic transformation after acute ischemic stroke based on the experts’ opinion by João Brainer Clares de ANDRADE, Jay Preston MOHR, Fabricio Oliveira LIMA, Levi Coelho Maia BARROS, Camila Rodrigues NEPOMUCENO, Leonardo Barreira PORTELA, Gisele Sampaio SILVA

“…ABSTRACT Background: Hemorrhagic transformation (HT) is a common complication after ischemic stroke. …”
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Alternate encoder and dual decoder CNN-Transformer networks for medical image segmentation by Lin Zhang, Xinyu Guo, Hongkun Sun, Weigang Wang, Liwei Yao

“…Abstract Accurately extracting lesions from medical images is a fundamental but challenging problem in medical image analysis. In recent years, methods based on convolutional neural networks and Transformer have achieved great success in the medical image segmentation field. …”
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TFTformer: A novel transformer based model for short-term load forecasting by Ahmad Ahmad, Xun Xiao, Huadong Mo, Daoyi Dong

“…Recent studies have employed Transformer models in forecasting due to their unique attention mechanisms and ability to extract correlations in data. …”
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Transforming engineering education in the digital era: findings from a systematic review by Yu-Ping Hsu, Danielle F. Chiang, Ifedayo Kehinde

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TRANSFORMATION OF RUSSIAN CASPIAN PASTURE ECOSYSTEMS UNDER THE NEW SOCIO-ECONOMIC CONDITIONS by V. G. Lazareva, V. A. Bananova, K. M. Petrov, D. A. Boldyreva, G. M. Borlikov

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