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cics-nd/pde-surrogate
cics-nd/pde-surrogate PublicPhysics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
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denoising-fluorescence
denoising-fluorescence PublicCVPR 2019: Fluorescence Microscopy Denoising (FMD) dataset
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cics-nd/cnn-surrogate
cics-nd/cnn-surrogate PublicBayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification
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