6mo
| mp_id | volume | formula_pretty | has_rare_earth | magnetic_density | curie_temperature | cosine_dist_to_MnAl |
|---|---|---|---|---|---|---|
| mp-616958 | 949.2780707256478 | Nd2Fe14B | True | 0.1380292790546069 | 538.0657497801722 | 0.8349319781181281 |
| mp-683944 | 965.7855717359668 | Pr2Fe14B | True | 0.1371378322706012 | 539.2268294267102 | 0.8413127348494474 |
| mp-568729 | 950.2550541745932 | Nd2Fe14C | True | 0.1373223656105708 | 532.3105554791264 | 0.8205692455557195 |
| mp-1219455 | 533.708634400921 | Sm4ZrFe33 | True | 0.145641055635658 | 423.4022792212027 | 0.8520120585156776 |
| mp-1226123 | 918.236085518938 | ErThFe14B | True | 0.1386648533547842 | 519.0010298793761 | 0.846257233657519 |
| mp-1198085 | 947.3308220543514 | La2Fe14B | True | 0.1416394138145338 | 525.1460516170257 | 0.8377320850004157 |
| mp-1227149 | 266.69944004377544 | Ce2Fe17C | True | 0.1494832668944354 | 438.11630528232126 | 0.7693797962547491 |
distance_to_known_magnets
This dataset has a set of 34,000 ferro/ferrimagnetic materials from Materials Project, their formula, if they include rare earth elements, magnetic moment, volume, magnetic density, a predicted Curie temperature, and cosine distances to some known permanent magnets like NdFeB. Distances are based on a 256 dimension embedding from Orb v2 latent space.
Cosine distance to NdFeB
postIn our exploration of magnetic materials, we did some embedding via Orb v2 and some dimensionality reduction.
6mo
1 reference
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