John’s paper introducing the “rid” preconditioner for TDDFT is now available online in The Journal of Chemical Physics. This paper is the culmination of two intertwined threads in John’s research: 1) the use of semiempirical preconditioners to accelerate the convergence of ab initio TDDFT calculations; and 2) the development of the TDDFT-ris model for fast and accurate simulations of spectra. Using the rid preconditioner, TDDFT excitation energies are converged in about 5 iterations on average, which is about a factor of 3 faster than using the conventional (diagonal) preconditioner. Even more, this speedup is obtained without any loss of accuracy. The full paper is titled “Converging TDDFT calculations in 5 iterations with minimal auxiliary preconditioning”.