Living definition
What is MatterGen?
Computational Materials & Chemistry Discovery Energy, Climate, Space & Materials
- As of
- 2026-07-23
- Revision
- 2026-07-23.1
- Method
- v1.3.0
Definition
The term, in context
AI-assisted draft · approved dataset
MatterGen is a generative AI model that designs new inorganic crystal structures from scratch by learning the statistical patterns underlying known stable materials, rather than screening through an existing database of candidates. A user can guide the generation process toward materials with specific target properties, such as a desired chemistry, symmetry, or electronic characteristic, and the model proposes novel crystal structures likely to satisfy those constraints.
Live readiness status
Status as of the current dateline
AI-assisted assembly · derived results
As of 2026-07-23, verified readiness is 61 (claimed 70, reported 67, gap 9) — Strong evidence strength; current signals suggest Adopt with guardrails.
The readiness fact belongs to the canonical Readiness Verdict for MatterGen.
Dataset approval
Human editorial release
pragma.vision editorial — standing authorization (operator dev@soft.house, 2026-07-17)
- Dataset
- 2026-07-23.1
- Hash
- sha256:2946693d2bc5cb60960d58d1e68b228b21021ebbdb21122cce1fb0a6793301ce
- Approved
- 2026-07-23