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Generalized bond polarizability model for more accurate atomistic modeling of Raman spectra
Atanu Paul1, Nagaprasad Reddy Samala1, Ilya Grinberg1
1Department of Chemistry, Bar-Ilan University, Ramat Gan 5290002, Israel.
A new generalized bond polarizability model (GBPM) accurately predicts Raman spectra by including non-bonding atom pairs. This advancement improves molecular dynamics simulations for studying molecules, liquids, and solids.
Area of Science:
- Computational chemistry
- Spectroscopy
- Materials science
Background:
- Raman spectroscopy is vital for molecular analysis.
- Calculating Raman spectra via molecular dynamics (MD) requires electronic polarizability.
- First-principles polarizability calculations are computationally intensive.
Purpose of the Study:
- To develop an accurate and computationally efficient atomistic model for electronic polarizability.
- To improve the modeling of Raman spectra using MD simulations.
- To overcome limitations of the traditional bond polarizability model (BPM).
Main Methods:
- Generalization of the bond polarizability model (BPM) to the generalized bond polarizability model (GBPM).
- Inclusion of terms for non-bonding atom pairs in the polarizability calculations.
- Validation against ab initio calculations and experimental data for molecules and BaTiO3.
Main Results:
- GBPM significantly enhances the accuracy of polarizability and Raman spectra calculations.
- High accuracy was achieved for various molecules (SO2, H2O, CH4, etc.) and ferroelectric BaTiO3.
- GBPM-based MD simulations of liquid water show improved agreement with experimental Raman spectra compared to BPM.
Conclusions:
- The generalized bond polarizability model (GBPM) offers a significant improvement over traditional models.
- GBPM enables accurate Raman spectra modeling in large-scale molecular dynamics simulations.
- GBPM provides a foundation for future developments in atomistic polarizability models.
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