Materials Engine Preview

First-principles physics applied to condensed matter

LatticeOne v1.0

Materials Engine Preview

The same physics engine, applied to condensed matter.

Research Preview · Coming Soon LatticeOne v1.0

The same physics engine that powers LatticeZero’s molecular docking extends to condensed matter physics. Early results show sub-2% accuracy on fundamental material properties across 80 elements of the periodic table, from lithium to uranium, including 9 resolved anomaly classes (ferromagnets, lanthanide f-block, Peierls distortions, and more).

1.97%

Sound Velocity

RMS error across 71 elements

3.9%

Debye Temperature

RMS error across 48 elements

30/71

Sub-1% Accuracy

Elements within 1% of experiment

1.09%

Binary Alloys

Ti₃Al, Cu₇₀Zn₃₀ validated

Showcase Elements

Bi Bismuth 0.003%

Ca Calcium 0.008%

Sn Tin 0.039%

Si Silicon 0.441%

Pt Platinum 0.659%

Al Aluminum 1.742%

Try the Materials Engine

Select an element or build a binary alloy. Get instant predictions.

Research Preview. Simplified model for demonstration. Results are indicative, not production-validated.

Element A

Element B

Ratio (A)

50 / 50

Sound Velocity (v_L)

m/s

Transverse (v_T)

m/s

Debye Temperature

Density

kg/m³

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LatticeZero uses the same physics engine for molecular docking with sub-second virtual screening.

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