Gradient Bundle Analysis: A Full Topological Approach to Chemical Bonding
Amanda Morgenstern

TL;DR
Gradient bundle analysis (GBA) offers a detailed topological approach to understanding chemical bonds by analyzing charge density, enabling predictions of reactive regions and bond energies within molecules.
Contribution
This work introduces GBA, a novel topological model based on charge density that enhances understanding and prediction of chemical bonding and reactivity.
Findings
Gradient bundles correlate with bond dissociation energies.
GBA can predict reactive regions for nucleophilic and electrophilic attacks.
Preliminary results show GBA locates HOMO and LUMO regions.
Abstract
The "chemical bond" is a central concept in molecular sciences, but there is no consensus as to what a bond actually is. Therefore, a variety of bonding models have been developed, each defining the structure of molecules in a different manner with the goal of explaining and predicting chemical properties. This thesis describes the initial development of gradient bundle analysis (GBA), a chemical bonding model that creates a high resolution picture of chemical interactions within the charge density framework. GBA is based on concepts from the quantum theory of atoms in molecules (QTAIM), but uses a more complete picture of the topology and geometry of the electron charge density to understand and predict bonding interactions. Gradient bundles are defined as volumes bounded by zero-flux surfaces (ZFSs) in the gradient of the charge density with well-defined energies. The structure of…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsChemical Synthesis and Analysis · Supramolecular Chemistry and Complexes · Nanofabrication and Lithography Techniques
