Rapid Qualification of Additive Manufactured Parts
AI to automatically pre-screen out parts that would fail pore-size qualification.
Industry Impact
Glasses, Ceramics and Metals
Citrine’s glasses, ceramics and metals customers are accelerating the development of lighter, stronger, less energy intensive products to compete with a growing number of materials in key customer markets.
Glass, Ceramics and Metals companies use the Citrine Platform to:
- Efficiently optimize materials and processes
- Enable multi-property design of materials: “lighter and stronger,” not just “lighter or stronger”
- Explore “what if” scenarios before committing to expensive capital expenditures
Accelerated development:
“After 2 rounds of SL [experiments] we hit all the target properties and we captured precise knowledge on how the different components impact the final properties.”
Innovative solutions:
“I wouldn’t have come up with those candidates and decided to take them to the lab, if not for the AI predictions from Citrine.”
— R&D Scientist, Technical Ceramics Manufacturer
Glass, ceramic, and metal manufacturers are facing increasing pressure to improve performance while reducing energy consumption, emissions, and raw material costs. At the same time, tightening environmental regulations and growing demand for sustainable, high-performance materials are creating new opportunities for differentiation.
Citrine enables producers to accelerate innovation across compositions and processes, from advanced glass formulations and ceramic systems to alloys and surface treatments. Our platform applies AI to explore complex compositional and processing spaces, identifying optimal solutions that meet performance, cost, and sustainability targets. By rapidly narrowing down the most promising candidates, Citrine helps teams reduce trial-and-error, shorten development cycles, and bring differentiated materials to market faster.
Resources
First to Market – High-strength 3D Printable Aluminum Alloy
Learn how HRL reduced development time from years to days using the Citrine Platform.
Machine Learning accelerates research
Learn how data-driven assessments of research portfolio drive R&D strategy at glass manufacturer.
