On the Predictive Power of Chemical Concepts
Stephanie A. Grimmel, Markus Reiher
Abstract
Many chemical concepts can be well defined in the context of quantum chemical theories. Examples are the electronegativity scale of Mulliken and Jaffé and the hard and soft acids and bases concept of Pearson. The sound theoretical basis allows for a systematic definition of such concepts. However, while they are often used to describe and compare chemical processes in terms of reactivity, their predictive power remains unclear. In this work, we elaborate on the predictive potential of chemical reactivity concepts, which can be crucial for autonomous reaction exploration protocols to guide them by first-principles heuristics that exploit these concepts.
Topics & Concepts
Predictive powerElectronegativityHeuristicsContext (archaeology)Computer scienceReactivity (psychology)Basis (linear algebra)ChemistryEpistemologyMathematicsOrganic chemistryPaleontologyGeometryPhilosophyMedicineBiologyPathologyOperating systemAlternative medicineComputational Drug Discovery MethodsMachine Learning in Materials ScienceHistory and advancements in chemistry