Autonomous Materials Engine
Autonomous Materials Discovery at Scale
Topology-driven screening, Ising solver cascades, and cryptographic provenance. Battery electrolytes, MOFs, alloys, and semiconductors — discovered autonomously.
9,768
Materials Screened
What You Get
Topology-Driven Screening
Betti number analysis filters materials by topological viability — ion tunnels (b1) and void spaces (b2).
Ising Solver Cascade
7 Hamiltonian solvers (SBM, CIM, DMM, CVTR, SOLG, Kuramoto, HDC) rotate automatically for maximum exploration.
Cryptographic Provenance
Every discovery is SHA-256 hashed into an append-only proof ledger — verifiable, immutable, timestamped.
5-Axis Radar Profile
Stability, conductivity, topology, cost, and synthesizability — scored and visualized per material.
9,768
Total Screened
4
Discovery Profiles
0
Proof Records
24
Materials Discovered
Autonomously Verified
0.58
Topological Integrity (Betti)
Persistent homology verifies structural viability
0.62
Composite Accuracy
5-axis weighted score across all candidates
0
Proof Provenance
SHA-256 hashed discovery records
How It Works
1
Browse
Explore materials across 4 discovery profiles: battery, MOF, alloy, and semiconductor.
2
Filter
Filter by composite score, novelty status, profile, and synthesizability.
3
Access
Unlock full radar profiles, IP reports, and provenance chains per tier.
Plans
Explorer
Free
forever
- 10 materials/day
- Score < 0.50 only
- DISCOVERY tier access
- Truncated formulas
POPULAR
Researcher
$29
/month
- 500 materials/day
- Score < 0.65
- PROFESSIONAL tier
- Radar charts + composition
- Engine statistics
Institutional
$299
/month
- 5,000 materials/day
- Score < 0.80
- ENTERPRISE tier
- Full IP reports
- Detailed scores
- CSV export
Sovereign
$2,999
/month
- Unlimited access
- Score < 0.97
- All tiers
- API access
- Priority support
- Custom profiles
| Feature | Explorer | Researcher | Institutional | Sovereign |
|---|---|---|---|---|
| Daily limit | 10 | 500 | 5,000 | Unlimited |
| Score ceiling | 0.50 | 0.65 | 0.80 | 0.97 |
| Full formula | — | ✓ | ✓ | ✓ |
| Radar chart | — | ✓ | ✓ | ✓ |
| Composition table | — | ✓ | ✓ | ✓ |
| Detailed scores | — | — | ✓ | ✓ |
| IP report | — | — | ✓ | ✓ |
| Engine stats | — | ✓ | ✓ | ✓ |
| Provenance | ✓ | ✓ | ✓ | ✓ |
| CSV export | — | — | ✓ | ✓ |
| API access | — | — | — | ✓ |
FAQ
Axiom Lattice is an autonomous materials discovery marketplace. Our engine screens thousands of candidate compositions using topology-driven Ising solver cascades, scores them on 5 axes, and publishes results with cryptographic provenance.
Four profiles: Battery (solid-state electrolytes via b1 ion-tunnel topology), MOF (CO2-capture frameworks via b2 void topology), Alloy (high-entropy alloys via phase stability), and Semiconductor (thermal interface materials via band structure).
Materials are classified into tiers based on composite score: DISCOVERY (<0.50), PROFESSIONAL (0.50-0.65), ENTERPRISE (0.65-0.97), and VAULT (≥0.97). Each subscription tier unlocks progressively higher-scoring materials and more detailed data.
Every discovery generates a SHA-256 hash from its metrics and evidence. These are stored in an append-only ledger, creating an immutable timestamp of when each material was discovered and verified.
Each material formula is searched against the Semantic Scholar literature database within its domain context. A confidence score from 0.0 (heavily published) to 1.0 (completely unknown) indicates commercial novelty potential.
Yes — materials with composite score below 0.55 are available for $2 per-record unlock. Higher-scoring materials require a subscription.
Seven Ising/Hamiltonian solvers: Simulated Bifurcation Machine (SBM), Coherent Ising Machine (CIM), Digital Memcomputing Machine (DMM), Chaotic Variable-Time Relaxation (CVTR), Sparse Online Learning Gradient (SOLG), Kuramoto oscillator, and Hyperdimensional Computing (HDC).
Sovereign tier subscribers get full API access. The API supports search, detail, stats, and proof verification endpoints. ACO/MCP protocol discovery is available at /.well-known/agent.json.
Start Exploring
Browse autonomously discovered materials with cryptographic provenance.
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