A Generally Applicable Method for Disentangling the Effect of Individual Noncovalent Interactions on the Binding Energy

We introduce the fragment-pairwise Local Energy Decomposition (fp-LED) scheme for precise quantification of individual interactions contributing to the binding energy of arbitrary chemical entities, such as protein-ligand binding energies, lattice energies of molecular crystals, or association energies of large biomolecular assemblies. Using fp-LED, we can assess whether the contribution to the binding energy arising from noncovalent interactions between pairs of molecular fragments in any chemical system is attractive or repulsive, and accurately quantify its magnitude at the coupled cluster level - commonly considered as the "gold standard" of computational chemistry. Such insights are crucial for advancing molecular and material design strategies in fields like catalysis and therapeutic development. Illustrative applications across diverse fields demonstrate the versatility and accuracy of this theoretical framework, promising profound implications for fundamental understanding and practical applications.

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Publication Details

Journal
Angewandte Chemie International Edition
Published
2024-12-03
DOI
https://doi.org/10.1002/anie.202421922
Citations
9
Primary Topic
Machine Learning in Materials Science
Type
article
Field-Weighted Citation Impact
1.05

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article

A Generally Applicable Method for Disentangling the Effect of Individual Noncovalent Interactions on the Binding Energy

Giovanni Bistoni, Isaac F. Leach, Ahmet Altun, Frank Neese
9 citations
Angewandte Chemie International Edition
Machine Learning in Materials Science
1.05
article

A Generally Applicable Method for Disentangling the Effect of Individual Noncovalent Interactions on the Binding Energy

Giovanni Bistoni, Isaac F. Leach, Ahmet Altun, Frank Neese
article en
9 citations

Abstract

We introduce the fragment-pairwise Local Energy Decomposition (fp-LED) scheme for precise quantification of individual interactions contributing to the binding energy of arbitrary chemical entities, such as protein-ligand binding energies, lattice energies of molecular crystals, or association energies of large biomolecular assemblies. Using fp-LED, we can assess whether the contribution to the binding energy arising from noncovalent interactions between pairs of molecular fragments in any chemical system is attractive or repulsive, and accurately quantify its magnitude at the coupled cluster level - commonly considered as the "gold standard" of computational chemistry. Such insights are crucial for advancing molecular and material design strategies in fields like catalysis and therapeutic development. Illustrative applications across diverse fields demonstrate the versatility and accuracy of this theoretical framework, promising profound implications for fundamental understanding and practical applications.

Angewandte Chemie International EditionVol. 64(12)
Max Planck Society (DE), University of Perugia (IT), Max-Planck-Institut für Kohlenforschung (DE)
European Commission, Deutsche Forschungsgemeinschaft, Università degli Studi di Perugia
Affordable and clean energy
Openalex Percentile: Top 20%
Machine Learning in Materials Science
1.05
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A Generally Applicable Method for Disentangling the Effect of Individual Noncovalent Interactions on the Binding Energy — Giovanni Bistoni, Isaac F. Leach, et al. · Angewandte Chemie International Edition (2024) | TGRS Research Map | TGRS