TY - JOUR
T1 - Unknown Knowns
T2 - Case studies in uncertainties in the computation of thermochemical parameters
AU - Simmie, John M.
N1 - Publisher Copyright:
© 2021 Elsevier B.V.
PY - 2021/10/1
Y1 - 2021/10/1
N2 - oth the computation of, and the uncertainties associated, with gas-phase molar formation enthalpies are now quite well established for systems comprised of tens of ‘heavy’ atoms chosen from the commonest elements. The same cannot be said for derived thermochemical quantities such as entropy, heat capacity and an enthalpy function. Whilst the application of well known statistical thermodynamic relations is mostly understood, the determination of the uncertainty with which such values can be obtained has been little studied — apart, that is, for a general protocol devised by Goldsmith et al. [J. Phys. Chem. A, 2012, 116, 9033–9057]. Specific examples from that work are explored here and it is shown that their estimates are overly pessimistic. It is also evident that for some species the calculated thermochemical parameters show very little variation with either the level of theory, or basis set, or treatment of vibrational modes — this renders the inclusion of such species, in databases designed to validate new methods or to be harvested for machine learning purposes, of limited value.
AB - oth the computation of, and the uncertainties associated, with gas-phase molar formation enthalpies are now quite well established for systems comprised of tens of ‘heavy’ atoms chosen from the commonest elements. The same cannot be said for derived thermochemical quantities such as entropy, heat capacity and an enthalpy function. Whilst the application of well known statistical thermodynamic relations is mostly understood, the determination of the uncertainty with which such values can be obtained has been little studied — apart, that is, for a general protocol devised by Goldsmith et al. [J. Phys. Chem. A, 2012, 116, 9033–9057]. Specific examples from that work are explored here and it is shown that their estimates are overly pessimistic. It is also evident that for some species the calculated thermochemical parameters show very little variation with either the level of theory, or basis set, or treatment of vibrational modes — this renders the inclusion of such species, in databases designed to validate new methods or to be harvested for machine learning purposes, of limited value.
KW - Computational thermochemistry
KW - Formation enthalpies
KW - High-level model chemistries
KW - Isodesmic reactions
UR - https://www.scopus.com/pages/publications/85110236900
U2 - 10.1016/j.chemphys.2021.111251
DO - 10.1016/j.chemphys.2021.111251
M3 - Article
AN - SCOPUS:85110236900
SN - 0301-0104
VL - 550
JO - Chemical Physics
JF - Chemical Physics
M1 - 111251
ER -