TY - JOUR
T1 - A New Enthalpy of Formation Test Set Designed for Organic Fluorine Containing Compounds
AU - Si, Yitao
AU - Liu, Yingzhe
AU - Lai, Weipeng
AU - Ma, Yiding
AU - Shi, Jinwen
AU - Wang, Bozhou
AU - Liu, Maochang
AU - Yu, Tao
N1 - Publisher Copyright:
© 2022 Wiley-VCH GmbH.
PY - 2022/8
Y1 - 2022/8
N2 - The deviations of gas phase enthalpy of formation predicted by density functional theory on the fluorine containing system are larger than those on other systems in most cases. Therefore, an enthalpy of formation test set composed of 41 organic fluorine containing compounds is proposed, and in this work it is called OFCC41 test set. Twenty exchange-correlation functionals are estimated by CCSD(T)/CBS as benchmark. The first part of the results indicates that CAM-B3LYP, ωB97X, and M06 are the most suitable functionals to predict enthalpies of formation for fluorine containing compounds. The remainder of this work is primarily concerned with diffuse basis sets and size-dependent effects. Diffuse basis sets ma-SVP and ma-TZVP can generally improve the prediction performance. For very small molecules, using ma-SVP is sufficient while for larger molecules more completed basis sets are demanded. Size-dependent effect of prediction accuracy on different molecules is revealed by using a simple strategy, that the different sizes of molecules are distinguished with three intervals and given the corresponding mean absolute errors. This study provides a test set designed for organic fluorinated compounds and contributes to the selection of some functionals suitable for fluorine containing system.
AB - The deviations of gas phase enthalpy of formation predicted by density functional theory on the fluorine containing system are larger than those on other systems in most cases. Therefore, an enthalpy of formation test set composed of 41 organic fluorine containing compounds is proposed, and in this work it is called OFCC41 test set. Twenty exchange-correlation functionals are estimated by CCSD(T)/CBS as benchmark. The first part of the results indicates that CAM-B3LYP, ωB97X, and M06 are the most suitable functionals to predict enthalpies of formation for fluorine containing compounds. The remainder of this work is primarily concerned with diffuse basis sets and size-dependent effects. Diffuse basis sets ma-SVP and ma-TZVP can generally improve the prediction performance. For very small molecules, using ma-SVP is sufficient while for larger molecules more completed basis sets are demanded. Size-dependent effect of prediction accuracy on different molecules is revealed by using a simple strategy, that the different sizes of molecules are distinguished with three intervals and given the corresponding mean absolute errors. This study provides a test set designed for organic fluorinated compounds and contributes to the selection of some functionals suitable for fluorine containing system.
KW - density functional theory
KW - enthalpies of formation
KW - fluorine containing molecules
KW - quantum chemistry
KW - test set
UR - https://www.scopus.com/pages/publications/85129423519
U2 - 10.1002/adts.202200093
DO - 10.1002/adts.202200093
M3 - 文章
AN - SCOPUS:85129423519
SN - 2513-0390
VL - 5
JO - Advanced Theory and Simulations
JF - Advanced Theory and Simulations
IS - 8
M1 - 2200093
ER -