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Inspired by 's Project 014, we've exposed our Curie temperature prediction model so that you can test your own materials!
Predict the Curie temperature of a material
Choose or upload a .cif file and get an estimated Curie temperature. Relevant for permanent magnet candidate screening or study.
See the methodology for how we developed this model:
In this post I'll share some of the work I've been doing on a Curie temperature prediction model. I finally found a decent dataset to work with. More on that here:
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We're starting to bring a few of the pieces together in our permanent magnet screening pipeline. In this post we'll look at how well we are able to filter out materials from a list of ~5000 ferro/ferr
Sharing some notes as I read this paper. I uploaded it here for reference. I came across it looking for a Curie temperature dataset and so far this has been the best I've found so far.
M3GNet seems like a pretty popular MLIP model. Depending on the pipeline we build out, we may want to increase throughput with a model that can help us with MD and electronics predictions.