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Published on: April 8, 2020
Statistical Mechanical Approximations to More Efficiently Determine Polymorph Free Energy Differences for Small
Nathan S Abraham1, Michael R Shirts1
1Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, Colorado 80309, United States.
Efficiently predicting crystal polymorph stability is crucial. New methods offer a balance between accuracy and computational cost, improving upon quasi-harmonic approximations for organic crystals.
Area of Science:
- Crystallography
- Computational Chemistry
- Materials Science
Background:
- Accurate prediction of crystal polymorph stability is essential for crystal structure predictions (CSPs).
- Current methods like quasi-harmonic approximations (QHA) and replica exchange molecular dynamics (REMD) have limitations in capturing dynamic structural changes.
- REMD simulations reveal that many organic crystal structures can rearrange to lower energy states upon heating, a phenomenon not captured by QHA.
Purpose of the Study:
- To develop and evaluate intermediate computational methods for determining the relative stability of organic crystal polymorphs.
- To bridge the gap in accuracy and computational cost between QHA and full thermodynamic cycle calculations using REMD.
- To identify a cost-effective yet accurate approach for screening crystal polymorph stability.
Main Methods:
- Development of intermediate computational methods combining aspects of QHA and REMD.
- Utilizing REMD simulations to explore the energy landscape of organic crystals.
- Boltzmann weighting of harmonic free energies from REMD trajectories.
Main Results:
- The proposed intermediate methods achieve significant computational savings (42-80%) compared to full REMD.
- These methods introduce a small error (0.16 ± 0.04 kcal/mol) relative to the full thermodynamic cycle.
- A method involving Boltzmann-weighted harmonic free energies from REMD trajectories demonstrated particular promise.
Conclusions:
- Intermediate computational methods provide a viable and efficient alternative for assessing crystal polymorph stability.
- These methods offer a practical balance between computational expense and predictive accuracy.
- The Boltzmann-weighted harmonic free energy approach is recommended for screening crystal polymorph stability in CSPs.
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