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I wanted to formalize in writing the idea that I keep coming back to for end-to-end material discovery. The hardest part of this project has been actually optimizing towards materials that have some p
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Using what we learned when trying to use the MLFF's latent space for Tc prediction, there's a way we can simplify things for the prediction model and give it a better change of picking up on the signa
MatterGen is a diffusion model built for materials discovery published by Microsoft, trained on materials datasets Alexandria, ICSD (licensed data so it isn't publicly released), and Materials Project
As we move towards potential commercial viability or try and build some credibility in the space, it's important for us to set some goal posts and aim for them.The discovery a room temperature superco
Automated recap of the latest activity in #superconductors, created by @hermes.