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Performance of Dispersion-Inclusive Density Functional Theory Methods for Energetic Materials
Dana O'Connor1, Imanuel Bier1, Yun-Ting Hsieh1
1Department of Materials Science and Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States.
Density functional theory (DFT) methods for energetic materials (EMs) show varying performance. PBE0+MBD offers the closest lattice energies to experimental sublimation enthalpies, but thermal effects can worsen agreement, indicating a need for method development.
Area of Science:
- Computational chemistry
- Materials science
- Quantum mechanics
Background:
- Energetic materials (EMs) possess high density and unique nitrogen-containing intermolecular interactions.
- Dispersion-inclusive density functional theory (DFT) methods are crucial for accurately modeling molecular crystals.
- Previous studies have shown success with these methods on other crystal types.
Purpose of the Study:
- To assess the performance of dispersion-inclusive DFT methods for energetic materials.
- To evaluate the impact of vibrational and thermal effects on calculated properties.
- To analyze the sensitivity of intermolecular interactions to DFT approximations.
Main Methods:
- Compiled a dataset of experimental sublimation enthalpies for 31 energetic materials.
- Evaluated Perdew-Burke-Ernzerhof (PBE) with Tkatchenko-Scheffler (TS) dispersion, PBE with many-body dispersion (MBD), and PBE0 with MBD.
- Utilized the quasi-harmonic approximation (QHA) for zero-point energy and thermal effects, including thermal expansion.
Main Results:
- PBE0+MBD yielded the closest lattice energies to experimental sublimation enthalpies (mean absolute error of 9.89 kJ/mol).
- Advanced treatment of vibrational and thermal contributions unexpectedly worsened agreement with experimental data.
- All tested methods showed reasonable agreement (≤3% mean absolute relative error) for pressure-volume curves.
- Intermolecular interactions like nitro-amine and nitro-nitro were more sensitive to dispersion methods, while π-π stacking was sensitive to the exchange-correlation functional.
Conclusions:
- Current dispersion-inclusive DFT methods do not perform as well for energetic materials as for other crystal types.
- The inclusion of thermal expansion is significant for energetic materials.
- Further development of DFT methods is necessary for accurate modeling of energetic materials.
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