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- W4383987880 abstract "This paper presents a comprehensive comparison of various machine learning models, namely U-Net, U-Net integrated with Vision Transformers (ViT), and Fourier Neural Operator (FNO), for time-dependent forward modelling in groundwater systems. Through testing on synthetic datasets, it is demonstrated that U-Net and U-Net + ViT models outperform FNO in accuracy and efficiency, especially in sparse data scenarios. These findings underscore the potential of U-Net-based models for groundwater modelling in real-world applications where data scarcity is prevalent." @default.
- W4383987880 created "2023-07-12" @default.
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- W4383987880 date "2023-07-08" @default.
- W4383987880 modified "2023-10-16" @default.
- W4383987880 title "Understanding the Efficacy of U-Net & Vision Transformer for Groundwater Numerical Modelling" @default.
- W4383987880 doi "https://doi.org/10.48550/arxiv.2307.04010" @default.
- W4383987880 hasPublicationYear "2023" @default.
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