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1. cics-nd/pde-surrogate cics-nd/pde-surrogate Public

   Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

   Python 145 55

2. denoising-fluorescence denoising-fluorescence Public

   CVPR 2019: Fluorescence Microscopy Denoising (FMD) dataset

   Python 132 14

3. cics-nd/cnn-surrogate cics-nd/cnn-surrogate Public

   Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification

   Python 106 52