Performance of semiempirical DFT methods for the supramolecular assembly of Janus-face cyclohexanes

A series of GFN-xTB methods were benchmarked against high-level DFT and <i>ab initio</i> thermodynamic data for a set of conformational equilibria and driving forces for the formation of non-covalent complexes involving the Janus-face fluorocyclohexanes based on the all-<i>syn</i>-C<sub>6</sub>F<sub><i>n</i></sub>R<sub>12-<i>n</i></sub> motif (<i>n</i> = 3, 5, 6). When used alone, GFN methods showed moderate performance, with mean absolute errors (MAEs) from the high-level benchmarks of approximately 2.5 kcal mol<sup>-1</sup> for conformational equilibria and ∼5.0 kcal mol<sup>-1</sup> for molecular complexes. However, applying DFT-level single-point energy corrections on GFN-optimised geometries significantly improved the accuracy, reducing MAEs to ∼0.2 and ∼1.0 kcal mol<sup>-1</sup> for the same systems. This hybrid approach achieves DFT-D3-level accuracy while maintaining a low computational cost, offering up to a 50-fold reduction in computational time. As such, it provides a new cost-efficient and accurate tool for the computational modeling of Janus-face systems. An illustrative application to a flexible system, C<sub>6</sub>F<sub>5</sub>H<sub>6</sub>O<sub>2</sub>C(CH<sub>2</sub>)<sub>3</sub>NHCOC<sub>6</sub>H<sub>2</sub>(OR)<sub>3</sub>, is reported (R = alkyl), highlighting the relative stabilities of folded and extended forms and their supramolecular assembly into helical stacks.

Authors

Institutions

Publication Details

Journal
Physical Chemistry Chemical Physics
Published
2025-01-01
DOI
https://doi.org/10.1039/d5cp02879e
Primary Topic
Catalysis and Oxidation Reactions
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Performance of semiempirical DFT methods for the supramolecular assembly of Janus-face cyclohexanes

Rodrigo A. Cormanich, Bruno A. Piscelli, Michael Buehl, David O’Hagan et al.
Physical Chemistry Chemical Physics
Catalysis and Oxidation Reactions
article

Performance of semiempirical DFT methods for the supramolecular assembly of Janus-face cyclohexanes

Rodrigo A. Cormanich, Bruno A. Piscelli, Michael Buehl, David O’Hagan, Tiger Swithenbank-Michel
article en

Abstract

A series of GFN-xTB methods were benchmarked against high-level DFT and <i>ab initio</i> thermodynamic data for a set of conformational equilibria and driving forces for the formation of non-covalent complexes involving the Janus-face fluorocyclohexanes based on the all-<i>syn</i>-C<sub>6</sub>F<sub><i>n</i></sub>R<sub>12-<i>n</i></sub> motif (<i>n</i> = 3, 5, 6). When used alone, GFN methods showed moderate performance, with mean absolute errors (MAEs) from the high-level benchmarks of approximately 2.5 kcal mol<sup>-1</sup> for conformational equilibria and ∼5.0 kcal mol<sup>-1</sup> for molecular complexes. However, applying DFT-level single-point energy corrections on GFN-optimised geometries significantly improved the accuracy, reducing MAEs to ∼0.2 and ∼1.0 kcal mol<sup>-1</sup> for the same systems. This hybrid approach achieves DFT-D3-level accuracy while maintaining a low computational cost, offering up to a 50-fold reduction in computational time. As such, it provides a new cost-efficient and accurate tool for the computational modeling of Janus-face systems. An illustrative application to a flexible system, C<sub>6</sub>F<sub>5</sub>H<sub>6</sub>O<sub>2</sub>C(CH<sub>2</sub>)<sub>3</sub>NHCOC<sub>6</sub>H<sub>2</sub>(OR)<sub>3</sub>, is reported (R = alkyl), highlighting the relative stabilities of folded and extended forms and their supramolecular assembly into helical stacks.

Physical Chemistry Chemical PhysicsVol. 27(43)
University of St Andrews (GB), Universidade Estadual de Campinas (UNICAMP) (BR)
Fundação de Amparo à Pesquisa do Estado de São Paulo
Openalex Percentile: Top 84%
Catalysis and Oxidation Reactions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Performance of semiempirical DFT methods for the supramolecular assembly of Janus-face cyclohexanes — Rodrigo A. Cormanich, Bruno A. Piscelli, et al. · Physical Chemistry Chemical Physics (2025) | TGRS Research Map | TGRS