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- W4288804581 abstract "We propose a physics-informed neural network as the forward model for tomographic reconstructions of biological samples. We demonstrate that by training this network with the Helmholtz equation as a physical loss, we can predict the scattered field accurately. It will be shown that a pretrained network can be fine-tuned for different samples and used for solving the scattering problem much faster than other numerical solutions. We evaluate our methodology with numerical and experimental results. Our physics-informed neural networks can be generalized for any forward and inverse scattering problem." @default.
- W4288804581 created "2022-07-30" @default.
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- W4288804581 date "2022-07-28" @default.
- W4288804581 modified "2023-09-28" @default.
- W4288804581 title "Physics-informed neural networks for diffraction tomography" @default.
- W4288804581 doi "https://doi.org/10.48550/arxiv.2207.14230" @default.
- W4288804581 hasPublicationYear "2022" @default.
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