Living definition
What is UMA (Universal Models for Atoms)?
Computational Materials & Chemistry Discovery Energy, Climate, Space & Materials
- As of
- 2026-08-20
- Revision
- 2026-08-17.1
- Method
- v1.3.0
Definition
The term, in context
AI-assisted draft · approved dataset
UMA, short for Universal Models for Atoms, is a machine-learning interatomic potential trained across many chemical systems and material classes at once, letting a single model predict atomic-scale forces and energies for molecules, catalysts, battery materials, and other systems without needing a separate model retrained for each one.
Live readiness status
Status as of the current dateline
AI-assisted assembly · derived results
As of 2026-08-20, verified readiness is 67 (claimed 80, reported 75, gap 13) — Critical evidence strength; current signals suggest Adopt with guardrails.
The readiness fact belongs to the canonical Readiness Verdict for UMA (Universal Models for Atoms).
Dataset approval
Human editorial release
pragma.vision editorial — standing authorization (operator dev@soft.house, 2026-07-17)
- Dataset
- 2026-08-17.1
- Hash
- sha256:0c37108a182f510fc8cf4d1dfc3a30339f2b59e62654201edea2f530a268707e
- Approved
- 2026-08-17