AI-native materials R&D · A DLR spin-off project

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.

Partner with us See the platform
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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.

Who we are

A spin-off project from 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.

Now selecting pilot partners

Sustainable polymers first.

Data partnerships

Training global materials models with academia.

Partner with us contact@elarixlabs.com