Evaluating on out-of-distribution samples · Files on Ouro
6mo
Evaluating on out-of-distribution samples
Cutting the dataset to train a model only on samples below 100 K, we test the model's ability to predict on materials with true Tc greater than 100 and the results are not good.
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Orb latent space to Tc prediction
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After reading the MatterSim paper, the authors proposed the idea of using the MLFF's latent space as a direct property prediction feature set. Earlier, and I had been thinking about using a VAE (or s