Case Studies, Metals and Glass, All
Closed loop AI guided synthesis of nanoparticles
Adapted from Fong et al., J. Chem. Phys. 154, 224201 (2021). Licensed under a Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).

Summary

JUST 12 HOURS TO OPTIMIZE SYNTHESIS Nanoparticle synthesis parameters optimized through AI-guided closed-loop iteration.

COLD DATA START
The first 16 data points generated by the system were used to train the AI model.

EXPERIMENT CYCLE TIME REDUCED FROM HOURS TO MINUTES
AI-guided temperature and composition control and integrated particle measurement accelerated experiments.

NEW METHOD FOR TAILORING NANOPARTICLES FOR CATALYSIS
This method can be used to quickly find the processing parameters needed to efficiently produce nanoparticles of specific radius.

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