fig9
From: Transformative strategies in photocatalyst design: merging computational methods and deep learning
Figure 9. Multivariable multimetric optimization of self-assembled photocatalytic CO2 reduction performance using machine learning algorithms. (A) Overview of the workflow; (B) Holistic improvement measured by objective function alongside improvement of both YieldCO and TOFCO; (C) Ascending YieldCO and corresponding TOFCO[136]. Copyright 2024, American Chemical Society. TON: Turnovers for CO formation; TOF: turnover frequency; QY: quantum yield.