Elixir by Chemia Discovery
Elixir, the reasoning layer for materials.
Elixir reads a material problem in plain language, breaks it into the properties that actually matter, and narrows a knowledge base of +600,000 materials down to a short, ranked shortlist. Every candidate comes with its evidence, what would rule it out, and what to test next. Transparency, never guarantees.
Live demo
See how Elixir reasons, end to end.
- Mode
- Selection
- Field
- Aerospace alloys
Find replacements for titanium alloys that stay strong above 500 °C, hold yield strength over 600 MPa, and resist creep and oxidation.
Illustrative demo · representative values
How Elixir reasons
Every answer follows the same path. Elixir reads the question, breaks it into the properties that actually matter, then narrows a knowledge base of +600,000 materials down to a short, ranked list. Each candidate carries its evidence, what would rule it out, and what to test next. Transparency, never guarantees.
Reasoning, not retrieval
Elixir reasons across materials, properties, conditions, and failure modes. It does not just search a database.
Evidence on every claim
Each property and recommendation carries its evidence level, its uncertainty, and what would rule it out.
Your data, isolated
Bring your own constraints, specs, and results. They stay in a namespace that is yours alone.
Open data: thermoelectrics
A worked example: 500 thermoelectric materials distilled from more than 40,000 candidates, with Seebeck coefficient, thermal conductivity, and zT.
Open data: critical material alternatives
Substitutes for export-controlled and supply-constrained elements, lined up with their cost and performance trade-offs.
Innovative Material Solutions
Gain insights into materials that drive innovation. Our comprehensive suite of tools helps you identify, analyze, and optimize materials to meet your specific needs, reducing time to market and enhancing research outcomes.
Why Chemia Discovery?
Boost Your Innovation Forward
Overcome limitations caused by inefficient materials in your technologies.
Break Through Innovation Barriers
Don't let a few patent-protected materials hold back your innovation-avoid costly licenses by discovering alternative, higher-performance, and more sustainable material candidates, or develop your own!
From Decades to Days
Accelerate material R&D timelines dramatically.
Highly Cost-Effective
Eliminate millions in R&D costs with AI-driven material discovery-no labs or infrastructure required-and compete with companies possessing extensive in-house R&D capabilities.
Expertise Democratized
Overcome the lack of in-house material scientists or enhance the productivity of your experts.
Comprehensive and Unbiased
Move beyond fragmented and biased data, and uncover materials previously overlooked.
Business Intelligence
Our powerful business intelligence software leverages insights from over 20 million patents to track R&D trends, material advancements, and techno-economic factors across sectors.
R&D Trends: Discover new research directions and emerging development areas.
Material R&D Trends: Analyze material innovations tailored to specific industries and applications.
Techno-Economic Models: Evaluate the economic feasibility and technological potential of key innovations.
Innovation Hub
Our Innovation Hub is at the heart of our Business Intelligence suite, designed to empower industry leaders and researchers with cutting-edge insights into technological and market transformations. It harnesses the power of advanced analytics, leveraging insights from over 20 million patents to spotlight R&D trends, material innovations, and techno-economic shifts that drive competitive advantage.
Manufacturing Hub
Explore a range of product-ready materials with transparent uncertainty levels and approximate costs. Our Material Manufacturing Hub connects you to cutting-edge, market-ready materials and a network of top suppliers.
Ready-to-Use Materials: Find materials available for immediate use with clear cost estimates and uncertainty levels.
Innovative Material Providers: Access a network of vendors offering high-potential, product-feasible materials for competitive advantage.
R&D Copilot
Benefit from our agile team of material scientists by integrating them in your R&D workflow. We will allow you to achieve results faster by working directly with your technical team and augmenting your research capabilities with our proprietary technologies. Don't reinvent the wheel and shorten your time to market instead by leveraging our services.
Frequently asked questions
Is Elixir a materials database?
No. Elixir is a reasoning layer, not a static database. It combines property prediction across 600,000+ materials with an ontology that connects materials, properties, operating conditions, and failure modes — so it can trace a failure back to its physical cause, not just look up a value.
What industries does Chemia Discovery work with?
Our current focus is carbon capture and sorbent materials, battery and energy-storage materials, semiconductors and advanced packaging, and aerospace and defense materials. Rare-earth magnets are an active research area for us, not yet a commercial offering.
How does Elixir help with materials qualification?
Elixir narrows a large candidate pool down to a short, ranked shortlist for your specific problem, with the evidence behind each candidate, what would rule it out, and what to test next — reducing the search space before you commit lab time and budget to full qualification.
Is the generative material-design capability (Discover mode) ready for production use?
Not yet. Discover — our constrained generative model for proposing new crystal structures and composite designs — is in active internal testing. Every candidate it proposes is checked with first-principles calculations before we would present it as reliable. Our most mature, production-ready capability today is Predict: property prediction across 600,000+ materials.
How many materials does Elixir currently cover?
Elixir's Predict mode covers property data — measured and ML-predicted — across more than 600,000 materials, and the ontology behind Reason mode continues to grow as we add operating-condition and failure-mode data.
How do I start a pilot with Chemia Discovery?
Email us at info@chemiadiscovery.com with your material problem or the expertise you'd like to bring — we'll follow up to scope a pilot.