“…Modern light sources and optics have led to a dramatic increase in sophisticated time-resolved experimental techniques that can reveal fine details about the excited-state dynamics of molecules and materials on the atomic scales of time (femtosecond) and length (Angstro ¨m). Methodologies such as ultrafast multidimensional spectroscopy, 1 femtosecond stimulated Raman spectroscopy, 2 ultrafast electron diffraction (UED), 3 and time-resolved X-ray absorption spectroscopy (TR-XAS) 4,5 offer complimentary insights into the competition between different photochemical and photophysical channels, couplings between key vibrational modes and electronic states, and the electronic and nuclear structural dynamics which underpin the functional properties of the molecules and materials under study. However, the complexity of these experiments and their data are such that extracting the dynamics from the experimentally-obtained observables can be extremely challenging and, in practice, often requires strong support from theory and computation.…”