Goal 2. Harness the power of materials data

Objective 1.
Accelerate Materials R&D Deployment Through the Application of Artificial Intelligence (AI)

Encourage more “AI-ready” materials R&D data

Creating the next generation of wound film capacitors. See https://doi.org/10.1002/adma.201600377.

Build upon FAIR data policies to ensure more AI-ready datasets.
Incentivize the implementation of FAIR data practices.
Provide tools to assess the quality of data.
Develop and incentivize the adoption of community-developed metadata standards.
Remove barriers to AI-driven materials R&D for U.S. manufacturing
- Demonstrate application of materials-informed AI approaches to in operando manufacturing processes.
- Translate autonomous R&D techniques from the laboratory to the shop floor.
- Promote AI-driven techniques through workshops, symposia, and the articulation of third-millenium problems.

MGI Impact Stories