Add project: PreFerred Potential (PFP)

[Irratzo]

Project details:

• Project Name: PreFerred Potential (PFP)
• resource: true
• Homepage: https://www.nature.com/articles/s41467-022-30687-9#code-availability
• Description: Universal neural network potential for material discovery https://doi.org/10.1038/s41467-022-30687-9
• Category: uip
• Labels: ml-iap, proprietary
• License: None found
• Package Managers: None

Additional context:

PFP is closed-source and part of the proprietary software Matlantis.

Possible homepages to link to for this entry.

• Product homepage https://matlantis.com/
• Original publication code availability statement https://www.nature.com/articles/s41467-022-30687-9#code-availability. The supplementary material does not have the PFP code, but its base model.

  The code for NNP architecture benchmark using HME21 including TeaNet (base model of PFP) implementation with the trained parameters is provided in Supplementary Data 2.

Decision. Use the product homepage as homepage for this entry, and link to the original publication DOI via the entry description. Then, both are referenced in the standard manner.