Products

Three products, one model behind them.

Each product solves the biggest problem of its field, and each is built on data we generated at a scale no laboratory can reach: history matching for oil and gas, structure determination for materials, and the kinetics that decide how a battery charges, a catalyst turns over or a film grows. The data itself is the fourth product, open today and generated to order tomorrow.

Oil and gas

SciLM Subsurface

Give it the field's data. Get every geology that fits, as an ensemble, in hours. History matching, solved.

Materials

SciLM Atomic Structure

Give it what you measured, in any format. Get the atomic structure back: a generative model trained on structures paired with their simulated experiments.

Materials

SciLM Atomic Kinetics

Give it a material. Get its kinetics back: barriers, rates and the limiting step, from SaddleFlow and adaptive kinetic Monte Carlo.

Data

Datasets and data to order

102.4 M structures and 1,000,000 reservoirs, open today. The next datasets licensed, or generated to your specification.

If the data or model you need does not exist yet, write to us.

We generate simulation data and train AI models to specification: the physics, the systems, the sampling and the format, for the subsurface and for materials alike. Exclusive or non-exclusive licenses.

Datasets: MaterialsSaddles and SiliciclasticReservoirs are open; the next are licensed.

Models: ResFlow and SaddleFlow, licensed as tools or trained on your data.

Data to order: your system, your scale, in the form your models read.