First-principles calculations of solid-phase enthalpy of formation of energetic materials

The solid-phase enthalpy of formation (∆H<sub>f, solid</sub>) of energetic materials was generally predicted from the gas-phase enthalpy of formation (∆H<sub>f, gas</sub>) and sublimation enthalpy (∆H<sub>sub</sub>). Here, the standard ∆H<sub>f, solid</sub> of energetic materials is directly obtained from density functional theory (DFT) calculations by computing the enthalpy difference between the solid-phase energetic material and its constituent elements in their reference states. To reduce the errors in DFT calculations, a concept of isocoordinated reaction is introduced, i.e., the reference states are selected based on the coordination numbers of all atoms in the energetic material. This DFT method for ∆H<sub>f, solid</sub> calculation does not require experimental input, data fitting, or machine learning. For more than 150 energetic materials collected from the literature, the mean absolute error (MAE) of ∆H<sub>f, solid</sub> for the DFT method is 39 kJ mol<sup>-1</sup> (or 9.3 kcal mol<sup>-1</sup>) referring to the literature. Our demonstration raises prospects for first-principles prediction of the properties of energetic materials, and the proposed method for ∆H<sub>f, solid</sub> calculation is also promising for other materials.

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Publication Details

Journal
Communications Chemistry
Published
2025-05-10
DOI
https://doi.org/10.1038/s42004-025-01544-9
Citations
7
Primary Topic
Energetic Materials and Combustion
Type
article
Field-Weighted Citation Impact
6.05
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article

First-principles calculations of solid-phase enthalpy of formation of energetic materials

Ruibin Liu, Yugui Yao, Lixiang Zhong, Danyang Liu et al.
7 citations
Communications Chemistry
Energetic Materials and Combustion
6.05
article

First-principles calculations of solid-phase enthalpy of formation of energetic materials

Ruibin Liu, Yugui Yao, Lixiang Zhong, Danyang Liu, Mingwei Hu, Xiaoning Yang
article en
7 citations

Abstract

The solid-phase enthalpy of formation (∆H<sub>f, solid</sub>) of energetic materials was generally predicted from the gas-phase enthalpy of formation (∆H<sub>f, gas</sub>) and sublimation enthalpy (∆H<sub>sub</sub>). Here, the standard ∆H<sub>f, solid</sub> of energetic materials is directly obtained from density functional theory (DFT) calculations by computing the enthalpy difference between the solid-phase energetic material and its constituent elements in their reference states. To reduce the errors in DFT calculations, a concept of isocoordinated reaction is introduced, i.e., the reference states are selected based on the coordination numbers of all atoms in the energetic material. This DFT method for ∆H<sub>f, solid</sub> calculation does not require experimental input, data fitting, or machine learning. For more than 150 energetic materials collected from the literature, the mean absolute error (MAE) of ∆H<sub>f, solid</sub> for the DFT method is 39 kJ mol<sup>-1</sup> (or 9.3 kcal mol<sup>-1</sup>) referring to the literature. Our demonstration raises prospects for first-principles prediction of the properties of energetic materials, and the proposed method for ∆H<sub>f, solid</sub> calculation is also promising for other materials.

Communications ChemistryVol. 8(1)
Beijing Institute of Technology (CN), Nuclear and Radiation Safety Center (CN)
Openalex Percentile: Top 3%
Energetic Materials and Combustion
6.05
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First-principles calculations of solid-phase enthalpy of formation of energetic materials — Ruibin Liu, Yugui Yao, et al. · Communications Chemistry (2025) | TGRS Research Map | TGRS