What it is
The materials-physics ontology and experiment layer around GIL.
Reliability / current public state
Geatomica
Geatomica Materials Physics Module
Current stateMEASURED, EXPANDING
- Problem
- Mechanism
- Evidence
- Value
- Roadmap
Why it exists
Feature rankings alone do not establish physical hierarchy, causality or transferable material behaviour.
How it works
Target contracts, descriptor tiers, leakage exclusions, hierarchy tests and physically bounded perturbations organise the evidence programme.
What is demonstrated
Same-cache shear and bulk pilots reveal target-specific behaviour under a common conservative descriptor family.
Current implementation
Materials Project intake, target-specific audit configs and hierarchy tooling.
Why it matters
Creates a disciplined route from property modelling toward lower-cost, validity-bounded engineering decisions.
Follow the evidence
Reference material
- Same-cache shear and bulk pilots reveal target-specific behaviour under a common conservative descriptor family.
- Measured, expanding
- Materials-property pilot evidence; no universal hierarchy, recommendation or certification claim.