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AI-Assisted Discovery and Synthesis of Novel Perovskite Materials

Accountable

National Research Council Canada (NRC)

Functional Modes

Creating (Generative AI)

Human decides

Purpose

Research & Development

Input Dataset

Operational data Anonymized data

Algorithm or Model

Optimization

Output Dataset

A recommendation or prediction Anonymized data

Details

This system uses generative AI and Bayesian optimization to help researchers discover new perovskite materials and determine optimal synthesis parameters faster than traditional trial-and-error methods. It is used internally by Government of Canada scientists at the National Research Council and does not process personal information. The system is currently in development and was built in collaboration with the University of Ottawa under the AI for Design Challenge Program.