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NU-CUCIS / CrossPropertyTL

Cross-property Deep Transfer Learning
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Would love to see matbench results posted for this #1

Open sgbaird opened 2 years ago

sgbaird commented 2 years ago

First off, nice work!

Running on matbench and posting to matbench would help with one-to-one comparisons with other composition-based models. Here are some instructions for matbench: https://matbench.materialsproject.org/How%20To%20Use/1install/

It would be particularly interesting to see the results on the smaller (often experimental) tasks using transfer learning from the larger tasks. For example, I'd love to see how it compares with CrabNet matbench performance.

GuptaVishu2002 commented 2 years ago

Thank You. We will update the repo and let you know once we get the results on the Matbench dataset.

sgbaird commented 2 years ago

Fantastic, excited to see it!