Extrapolating from a homologous series of oligomers to the infinite-mer: it's a long long way to infinity
K. Razi Naqvi

TL;DR
This paper critically examines methods for extrapolating the electronic properties of conjugated molecules to the infinite limit, proposing a new, more accurate formula based on the shape of the fitting function.
Contribution
It introduces a novel extrapolation formula that outperforms existing models by considering the shape of the fitting function for homologous series.
Findings
Existing models by Hirayama and Meier are flat functions of 1/N.
Proposed formula outperforms previous models in extrapolation accuracy.
Shape of the fitting function is crucial for reliable extrapolation.
Abstract
The usual strategy for deducing the electronic energy (or optical bandgap) in a molecule with an "infinite" number of conjugated double bonds consists in fitting a function with some adjustable parameters to the relevant data for a set of homologous molecules with increasing number of repeat units (), and assuming that, after its parameters have been optimized according to the least-squares criterion, the function can be extended indefinitely, and its output will coincide with, or come close to, the correct limit. Since more than ten homologues are seldom available, one might wonder whether extrapolation to the infinite-mer upon such slender basis is an instance of sound inductive reasoning or a mere leap of faith. The present article argues that the shape of the fitting function is an equally important criterion, and points out that the expressions proposed by…
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
TopicsMolecular Junctions and Nanostructures · Photochromic and Fluorescence Chemistry · Various Chemistry Research Topics
