mcherukara/Deep_Learning_Perovskites

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Updated over 2 years ago

mcherukara/Deep_Learning_Perovskites

mcherukara

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Companion repo to "Deep learning the properties of inorganic perovskites"

PtychoNN

Deep learning of ptychographic imaging

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CDI_NN

A pair of deep convolutional enoder-decoder networks that take 2D diffraction data and output the corresponding structure and phase

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FT_mnist

CNN classifier on the Fourier Transform of MNIST data with >95% accuracy

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CDI_image_reconstruction

Python implementation of image reconstruction from X-ray imaging data

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CALMS

Retrieval and tool-augmented language models for science

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voxelize_and_binning

Scripts that voxelize 3D/2D data and plot heat maps/3D volumes

vae_latent_space

Study latent space dimensionality on reconstruction accuracy in variational autoencoders using Keras and Tensorflow

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