Materials, chemistry & physics
Structure prediction and candidate search for new materials, and ground states of physical models.

Problems SpinForge models here
- Crystal structure and site occupancy
- Alloy composition
- Magnetic materials
- Superconductor candidate search
- Ground states of physical models
Applications
Materials Engine
Crystal structure prediction.
Na₂Cl₂ on an 8-site cubic grid: optimal occupancy, equal to the exhaustive optimum (-826.4128).
Product page Tested prototypePhysics Simulator
Finds ground states of user-defined physical models.
Product page Tested prototypePhysics Machine
Runs a defined physics experiment across many instances and assembles the analysis, figures and draft.
Product pageProducts with measured results
Pricing
Materials, chemistry & physics pack
$100,000 / year
$135,000 bought separately: 25% less as a pack.
- SpinForge + Atlas$90,000
- Materials Engine$45,000
Pilot included: Physics Simulator, Physics Machine (one $30,000 focused sprint, quoted with the pack).
List prices are annual licences for a named scope; written orders set the final terms. Deployment and integration use the $15,000 workload assessment or the $30,000 focused sprint.
How to read these pages
- Validated demo
- One real instance solved end to end through the application and checked against the exact answer or an explicit legality check (GPU campaign box, June 2026). Instances are small; a demo is not a benchmark.
- Tested prototype
- Working software with a passing test suite. No benchmark result is recorded yet.
- Problem type
- A problem SpinForge + Atlas can turn into a model it solves. Ask us for results on your instances.
- Products
- Catalog products with measured results on their own pages.