TY - JOUR
T1 - First-principles calculations of solid-phase enthalpy of formation of energetic materials
AU - Zhong, Lixiang
AU - Liu, Danyang
AU - Hu, Maoxin
AU - Yang, Xiaoning
AU - Liu, Ruibin
AU - Yao, Yugui
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025/12
Y1 - 2025/12
N2 - The solid-phase enthalpy of formation (∆Hf, solid) of energetic materials was generally predicted from the gas-phase enthalpy of formation (∆Hf, gas) and sublimation enthalpy (∆Hsub). Here, the standard ∆Hf, solid 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 ∆Hf, solid 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 ∆Hf, solid for the DFT method is 39 kJ mol−1 (or 9.3 kcal mol−1) referring to the literature. Our demonstration raises prospects for first-principles prediction of the properties of energetic materials, and the proposed method for ∆Hf, solid calculation is also promising for other materials.
AB - The solid-phase enthalpy of formation (∆Hf, solid) of energetic materials was generally predicted from the gas-phase enthalpy of formation (∆Hf, gas) and sublimation enthalpy (∆Hsub). Here, the standard ∆Hf, solid 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 ∆Hf, solid 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 ∆Hf, solid for the DFT method is 39 kJ mol−1 (or 9.3 kcal mol−1) referring to the literature. Our demonstration raises prospects for first-principles prediction of the properties of energetic materials, and the proposed method for ∆Hf, solid calculation is also promising for other materials.
UR - http://www.scopus.com/inward/record.url?scp=105004603134&partnerID=8YFLogxK
U2 - 10.1038/s42004-025-01544-9
DO - 10.1038/s42004-025-01544-9
M3 - Article
AN - SCOPUS:105004603134
SN - 2399-3669
VL - 8
JO - Communications Chemistry
JF - Communications Chemistry
IS - 1
M1 - 142
ER -