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Found 2 papers, 1 papers with code
Physics guided deep learning generative models for crystal materials discovery
Deep learning based generative models such as deepfake have been able to generate amazing images and videos.
AlphaCrystal: Contact map based crystal structure prediction using deep learning
To our knowledge, AlphaCrystal is the first neural network based algorithm for crystal structure contact map prediction and the first method for directly reconstructing crystal structures from materials composition, which can be further optimized by DFT calculations.
Protein Structure Prediction
Materials Science
