Ensemble · molecular dynamics v4.2 · 1.2 M atoms

Run the material before you make it.

Ensemble simulates how a candidate material actually behaves — melting, fracturing, ageing — at the scale of the atoms doing it, so the first thing you synthesise is the fourth thing you tried.

01 — Engine

Every atom, every femtosecond, on your own hardware.

No surrogate model and no interpolation between cached results. Ensemble integrates the real equations of motion and gives you the trajectory, so you can watch the failure happen instead of being told a number.

Scale1.2 M

Atoms per run

On eight GPUs, with periodic boundaries and full electrostatics.

Step1 fs

Integration

Velocity Verlet, energy drift under 0.2 percent over a nanosecond.

Throughput184 ns

Per day

Measured on a real 400,000 atom polymer, not a benchmark toy.

A simulation you can argue with.

Every run ships its own trajectory, its energy log and the seed it started from. If a colleague disagrees, they can re-run it and find out who is right.

02 — Fields

Force fields you can inspect.

Nothing in the potential is hidden. Swap a term, refit it against your own DFT data, and the change is in the next run rather than in a support ticket.

03 — Validation

Checked against things we already know.

A simulator that cannot reproduce a measured value is a drawing. These are run on every release and the numbers are published whether they improve or not.

04 — Access

Bring a material we cannot break.

Academic licences are free · industrial pilots run ninety days

EnsembleMolecular dynamics v4.2© 2026