Welcome to the temporary open-access interface of the MPDD allowing access to a subset of it that covers
around 4,000,000 of DFT-relaxed atomic structures and can be searched by 4 common fields. Please note:
The full API covers many more fields and gives access to more data, but it is for now restricted to
collaborators. Currently, in early 2023, our databse under is still active development, as we optimize
everything, test the processing infrastructure, and add more machine learning (ML) models.
If you are interested in collaborating with us and gain full read access, please contact us:
Request API Access
The presented results are sorted by ML-predicted formation energy in increasing order (most stable first).
Single ML model is used, so values are self-consistent across all sources. The currently used model is
extraploation-optimized SIPFENN_Krajewski2020_NN20. To learn more and run it yourself, please see
SIPFENN Article:
pySIPFENN:
If there is a specific functionality you are interested in but you don't feel like you need to use full API access
please let Adam Krajewski
([email protected]) know and we will do our best to accomodate you. Providing useful tools to community is our passion.
Please input a search in the query fields below. If a field is left blank, it is not be used to restrict the output.
pySIPFENN:
