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How the climate resilient cities construction accelerates urban green transformation: impact effects and mechanism tests
Published 2025-07-01“…The Difference-in-Differences (DID) method is employed to identify the causal effect of CRCC on urban green transformation.ResultsEmpirical results show that CRCC significantly accelerates urban green transformation, with a 9.8% increase in green technology innovation. …”
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Application of three Transformer neural networks for short-term photovoltaic power prediction: A case study
Published 2024-12-01“…The practical rolling prediction performance of the recommended configurations demonstrates the applicability and flexibility of the proposed methods.…”
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FEM Simulation of FDS Response in Oil-Impregnated Paper Insulation of Current Transformers with Axial Aging Variation
Published 2025-06-01“…The aging of oil-impregnated paper (OIP) insulation is one of the key factors influencing the service life of oil-immersed current transformers. Frequency domain spectroscopy (FDS), supported by mathematical models or simulation methods, is commonly used to evaluate insulation conditions. …”
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Scale, state and the city: Transformation of Diyarbakır, Suriçi region through the framework of spatial morphology and urban resilience
Published 2025-12-01“…This paper introduces comprehensive, multi-faceted methods for measuring resilience based on space syntax theory and investigates resilience concepts through the relationships between space and society across various scales and time periods. …”
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Frequency-Aware Diffusion Model for Multi-Modal MRI Image Synthesis
Published 2025-05-01“…Multi-modal MRI, which combines images from different modalities, enhances diagnostic accuracy by offering comprehensive tissue characterization. …”
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Comparative and Interpretative Analysis of CNN and Transformer Models in Predicting Wildfire Spread Using Remote Sensing Data
Published 2025-06-01“…Through detailed quantitative comparison analysis, we discovered that Transformer‐based Swin‐UNet and UNet generally outperform Autoencoder and ResNet, particularly due to the advanced attention mechanisms in Transformer‐based Swin‐UNet and the efficient use of skip connections in both UNet and Transformer‐based Swin‐UNet, which contribute to superior predictive accuracy and model interpretability. …”
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Diagnostic Test of Transforming Growth Factor-Beta 1 (TGF-β1) in Menstrual Blood with Endometriosis
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The power of leadership transforming nurses’ professional attitudes through the balance theory: a cross-sectional study
Published 2025-07-01“…Methods A questionnaire survey was conducted using convenience sampling among 1,154 clinical nurses from 11 hospitals in Tianjin, China. …”
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DTASUnet: a local and global dual transformer with the attention supervision U-network for brain tumor segmentation
Published 2024-11-01“…First, we built a pyramid hierarchical encoder based on 3D shift local and global transformers to effectively extract the features and relationships of different tumor regions. …”
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A Real-Time Vision Transformers-Based System for Enhanced Driver Drowsiness Detection and Vehicle Safety
Published 2025-01-01“…We demonstrate that the proposed Vision Transformers-based Driver Drowsiness Detection (ViT-DDD) system surpasses existing state-of-the-art methods, particularly in challenging scenarios such as drivers wearing glasses or sunglasses, or in different lighting conditions. …”
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Microbial transformation of sewage sludge to biolipid-based fuel using potential oleaginous bacteria Streptomyces sp.
Published 2025-05-01“…IntroductionThe high proportion of sludge generation worldwide has sparked interest in utilizing it for alternative purposes. Among different potential applications, using sludge as a substrate for oleaginous bacteria is a relatively novel approach. …”
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Attention-Driven Emotion Recognition in EEG: A Transformer-Based Approach With Cross-Dataset Fine-Tuning
Published 2025-01-01“…This cross-dataset adaptation leverages transfer learning to enhance the model’s generalization across different emotional states and EEG datasets. Experimental results show that the proposed approach outperforms traditional methods, achieving superior accuracy and robustness in emotion recognition tasks. …”
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Some transformations in a series of 4-amino-1,2,4-triazole-3-thion derivatives
Published 2024-06-01“…The continuous improvement of synthesis methods enables the optimization of the process for developing and obtaining target products of chemical transformation. …”
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FREQUENCIES OF POLYMORPHISMS IN THE CYTOCHROME’S P450 GENES OF WARFARIN TRANSFORMATION IN A EUROPEAN POPULATION OF EASTERN SIBERIA
Published 2018-09-01“…Frequencies of polymorphisms in the Cytochrome’s p450 genes of warfarin transformation in a European population of Eastern Siberia have no differences with other European populations of the world…”
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