Comparison of reanalyzed data and climate models
Figure S1 presents a comparison of ERA5 data with ground-based observations, demonstrating the reliability of ERA5 for validation purposes. Out of the 50 selected urban areas, 49 exhibited an R2…
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Feature-aware domain invariant representation learning for EEG motor imagery decoding
In this section. We introduce our proposed multi-scale spatio-temporal domain-invariant (MSDI) representation learning method, as shown in Fig. 1a. We first use MSDI to enhance the original signal representation to alleviate the influence of the…
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Impact assessment of photovoltaic and wind energy integration on low voltage distribution networks in Tunisia
The Sfax-North distribution network, a LV radial distribution system, is an integral component of the Tunisian national power grid (STEG). This actual radial distribution network serves as the focus of this study, acting as a representative case…
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Fall recognition using a three stream spatio temporal GCN model with adaptive feature aggregation
We conducted a series of experiments using four benchmark datasets aiming to validate the proposed system, and have proved in this way the superiority and effectiveness of the proposed system. We will begin by outlining the training configuration…
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Tackling copyright issues in AI image generation through originality estimation and genericization
We first evaluate our originality estimation and genericization methods as-is, without integrating them into PREGen. Although this standalone approach is not practical for actual implementation, this experiment serves as a proof of concept to…
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Identification of driving behavior in continuous diverging sections of expressway system interchange based on CNN-BiLSTM
Data collection
The mainstream methods for data collection in driving behavior research are real vehicle experiments and driving simulation experiments. Real vehicle experiments face challenges in controlling environmental and external variables,…
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Expanding access to dialysis coverage in Mexico
Expanding access to dialysis coverage in Mexico
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The silent battle to address the health crisis of conflict-induced air pollution
Ayri, I. et al. Sci. Total Environ. 878, 162966 (2023).
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Skalny, A. V. et al. Environ. Res. 201, 111568 (2021).
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Turbulent flow-based habitat complexity metrics around instream boulders in support of river restoration
Spatial variations of turbulent-based habitat complexity metrics
The experimental results are presented in terms of turbulent flow-based habitat complexity metrics, including turbulent kinetic energy (M5), turbulent energy dissipation rate (M6),…
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Design and optimization of an innovative lining structure for high-pressure water transmission tunnels subjected to strike-slip fault creep
The analysis presented in this section was based on the previous numerical modeling approach and structural arrangement. The effects of factors on the internal force response and fracture resistance of the tunnel structure were analyzed. These…
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