AI Engine for Advanced Materials Discovery

The material you need doesn’t exist yet.

That doesn’t mean you have to discover it the hard way.

Mimir discovers and qualifies advanced materials faster, cheaper, and more reliably than traditional R&D.

Advanced materials at the speed of software.

The next generation of American innovation relies on new polymers, composites, and other material classes that cannot be simulated using existing methods.

Aerospace and defense

Thermal protection, radomes, and structures that hold under heat and load at once.

Semiconductors

Thin films, interposers, and packaging with coupled thermal and electrical demands.

Energy

Electrodes, separators, and containment for systems that run hot for decades.

Two ways to work with us.

Discovery at 10x speed

For teams actively engaged in materials research.
Mimir's AI plugs into your workflow, cutting literature review time to minutes and reducing failed trials by an order of magnitude.

Discovery as a service

For teams without materials expertise.
You bring the requirements, we run the discovery. Our material scientists work with your engineering team to deliver a working prototype.

Materials that didn’t exist, now in products.

We’ve already helped companies discover new materials and put them into shipping products. A requirement went in, and a working material came out.

2 weeksCustomer request to working prototype.Super Foam Corp, using Mimir to discover a new polymer foam.
How it works

AI that thinks the way a materials expert thinks.

A researcher doesn’t simulate a new composite from scratch. They triangulate, reasoning from experiments on materials near the one they want. Mimir does that at scale: a proprietary representation of materials, turned into a space you can search.

01
Proprietary Representation

Chemistry, structure, architecture and process held in one object.

02
Triangulation from real-world data

A candidate is created from the experiments that surround it in vector space.

03
It learns fastest from failure

A negative result rules out more of the design space than a positive result, so failures compound successes.

From discovery to supply.

Now

We discover materials alongside partners, and run materials R&D as a service. They own the materials. We keep the experimental record.

Next

Proactive discovery. The engine finds a material before anyone thinks to ask for it, because it can see where the space is empty.

Then

Vertical integration. Mimir qualifies and delivers the material it discovered, and becomes the supplier of record.

Get in touch

Tell us what it has to do.

We take on a small number of materials problems at a time. If one of them is holding up your program, we’d like to hear about it.