Discovery to Scale Lab: Advanced Materials Innovation

Discovery to Scale (D2S) Lab

Autonomous Discovery and Validation of Manufacturing Scale-up for Advanced Materials

Mission

To accelerate materials discovery and scale-up by integrating modeling, AI, robotics, testing, and manufacturing readiness into one seamless innovation pipeline.

Vision

To shape a future where advanced materials move rapidly from discovery to deployment, enabling breakthrough technologies and scalable impact.

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Modeling

Multi-scale simulations bridging length and time scales

Validation

AI-driven search to identify promising candidates

Scale-Up

Robotic fabrication for real-world testing

Autonomous Materials Innovation

Who We Are

About D2S Lab

The D2S Lab spans the full innovation pipeline — multi-scale modeling across length and time scales, AI-enabled accelerated search and screening, manufacturing readiness assessment, robot-assisted real-world fabrication, validation testing, and scalable production.

Enabling a seamless path from materials discovery to scale-up. At D2S Lab, we blend AI, modeling, and robotics to speed materials innovation from concept through manufacturing scale-up. Our multi-scale simulations and real-world fabrication work hand-in-hand to ensure materials are ready for production.