AI-native materials R&D · Spun out of DLR

What a lab learns,
it mostly forgets.

The AI-native R&D platform for materials science — so every experiment builds on everything science already knows.

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The problem

Scientific judgment is scattered.

Decades of knowledge, fragmented across papers, notebooks and heads. Every program starts from zero.

Published papers4,218
Internal lab runs318
Preprints & datasets12,470
Notebooks & headsuncounted
The cost of starting over
0–0
years

to bring one new material to market.

0%
of programs fail

lost to trial-and-error.

0%
never scale

of new chemical innovations.

Your tools store experiments. AI should tell you what to run next.

The platform

Science first. AI where it counts.

One physics-aware knowledge graph. A source for every claim.

01 · Knowledge base

All of materials science, connected.

Thousands of papers and lab runs, structured into Composition → Process → Property.

physics-awaretraceable
app.elarixlabs.com
Elarix knowledge search showing ranked results for SiO₂ aerogel thermal conductivity
02 · Experiment planning

The next 2–3 experiments, ranked.

With predicted gain and the science behind each one.

app.elarixlabs.com
Elarix experiment planner recommending ranked next runs
03 · In-silico testing

Simulate before you synthesize.

Molecular-dynamics and DFT screening, before anything reaches the bench.

app.elarixlabs.com
Elarix knowledge graph linking composition, process and property
What changes
15 2–3

Test 2–3 options instead of 15. Up to 0% faster iteration.

Where this is headed

From software to new materials.

Now

The platform

In pilot with sustainable-polymer teams.

Next

Global materials models

Data partnerships with academia and industry.

Year 3–4

Materials co-development

From hypothesis to validated material — together.

Who we are

Spun out of the German Aerospace Center.

Prakul Pandit

Prakul Pandit

Co-founder · CEO
Dora Tempelaars-Busa

Dora Tempelaars-Busa

Co-founder · COO
Prof. Dr. Ameya Rege

Prof. Dr. Ameya Rege

Co-founder · Chief Scientist
Sugan Kanagasenthinathan

Sugan Kanagasenthinathan

Founding Engineer

Let's build materials intelligence together.

Pilots now open

Sustainable polymers first.

Data partnerships

Training global materials models with academia.

contact@elarixlabs.com