A structurally
diverse family of 39 covalent triazine-based framework materials (CTFs) are synthesized by Suzuki–Miyaura
polycondensation and tested as hydrogen evolution photocatalysts using
a high-throughput workflow. The two best-performing CTFs are based
on benzonitrile and dibenzo[b,d]thiophene
sulfone linkers, respectively, with catalytic activities that are
among the highest for this material class. The activities of the different
CTFs are rationalized in terms of four variables: the predicted electron
affinity, the predicted ionization potential, the optical gap, and
the dispersibility of the CTFs particles in solution, as measured
by optical transmittance. The electron affinity and dispersibility
in solution are found to be the best predictors of photocatalytic
hydrogen evolution activity