Accelerating discovery through integration: a DFT validated machine learning framework for screening MOF photocatalysts

An ML-DFT workflow rapidly screens MOF photocatalysts for CO 2 reduction: MGT predictions pre-filter candidates, cutting compute time from weeks to hours while retaining accuracy.