PFP / Matlantis

PreFerred Potential (PFP) — universal neural network interatomic potential covering 96 elements, delivering DFT-level accuracy up to 20M x faster. Powers the Matlantis SaaS platform used by 90+ companies for materials discovery (batteries, catalysts, semiconductors). PFP v8 uses r2SCAN functional.