This Perspective revisits Charles Coulson's famous statement from 1959 "give us insight not numbers" in which he pointed out that accurate computations and chemical understanding often do not go hand Show more
This Perspective revisits Charles Coulson's famous statement from 1959 "give us insight not numbers" in which he pointed out that accurate computations and chemical understanding often do not go hand in hand. We argue that today, accurate wave function based first-principle calculations can be performed on large molecular systems, while tools are available to interpret the results of these calculations in chemical language. This leads us to modify Coulson's statement to "give us insight and numbers". Examples from organic, inorganic, organometallic and surface chemistry as well as molecular magnetism illustrate the points made. Show less
Theoretical bioinorganic and biomimetic chemistry involves the careful description of the electronic structure: for example, 'valence bond reading' of broken-symmetry density functional theory computa Show more
Theoretical bioinorganic and biomimetic chemistry involves the careful description of the electronic structure: for example, 'valence bond reading' of broken-symmetry density functional theory computations gives insight into the structure and bonding of metal-radical systems with complex electronic structures. Exploring the reactivities of such systems leads to the design of novel compounds with better reactivities. Combined quantum-mechanics/molecular-mechanics (QM/MM), where the QM part is a sophisticated ab initio method, aids in understanding nature's most complicated reaction mechanisms in atomic detail. First principles molecular dynamics simulations (Car-Parrinello simulations) open up exciting new avenues for studying transition metal centers and enable several questions to be addressed that cannot be resolved with either standard quantum chemical or traditional force-field methods. Show less