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Robust Atomistic Modeling of Materials, Organometallic, and Biochemical Systems

Sebastian Spicher, Stefan Grimme

2020Angewandte Chemie International Edition514 citationsDOIOpen Access PDF

Abstract

Modern chemistry seems to be unlimited in molecular size and elemental composition. Metal-organic frameworks or biological macromolecules involve complex architectures and a large variety of elements. Yet, a general and broadly applicable theoretical method to describe the structures and interactions of molecules beyond the 1000-atom size regime semi-quantitatively is not self-evident. For this purpose, a generic force field named GFN-FF is presented, which is completely newly developed to enable fast structure optimizations and molecular-dynamics simulations for basically any chemical structure consisting of elements up to radon. The freely available computer program requires only starting coordinates and elemental composition as input from which, fully automatically, all potential-energy terms are constructed. GFN-FF outperforms other force fields in terms of generality and accuracy, approaching the performance of much more elaborate quantum-mechanical methods in many cases.

Topics & Concepts

NanotechnologyMaterials scienceBiochemical engineeringComputer scienceChemistryBiological systemEngineeringBiologyMachine Learning in Materials ScienceComputational Drug Discovery MethodsMass Spectrometry Techniques and Applications