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Updated: Feb 4, 2026

Harmonic Nanoparticles for Regenerative Research
Published on: May 1, 2014
Harmonic-to-anharmonic thermodynamic integration made simple using REG TI
1Department of Physics and Astronomy, University College London, 7-19 Gordon St, London WC1H 0AH, United Kingdom and Thomas Young Centre and London Centre for Nanotechnology, 9 Gordon St, London WC1H 0AH, United Kingdom.
We developed Regularized Endpoint Gradient (REG) thermodynamic integration (TI) to solve numerical issues in calculating solid-state free energies. REG TI accurately evaluates integrands, simplifying anharmonic free energy calculations for solids.
Area of Science:
- Computational chemistry
- Solid-state physics
- Thermodynamics
Background:
- Standard thermodynamic integration (TI) faces numerical challenges with solids having diffusive degrees of freedom.
- This singularity hinders accurate free energy estimation in systems like solids with rotating groups or migrating defects.
Purpose of the Study:
- Introduce a novel regularization method to address the singularity in TI.
- Improve the accuracy and efficiency of anharmonic free energy calculations for solids.
Main Methods:
- Developed Regularized Endpoint Gradient (REG) TI, a simple regularization technique.
- Applied REG TI to a model system and paracetamol polymorphs.
- Evaluated the method's ability to handle near-singular integrands.
Main Results:
- REG TI successfully removes the near singularity in the TI integrand.
- The method yields a well-behaved integrand suitable for uniform grid evaluation.
- Demonstrated accurate prediction of relative stability for paracetamol polymorphs.
Conclusions:
- REG TI offers a robust solution for anharmonic free energy calculations in solids.
- The method simplifies and potentially automates these complex calculations.
- REG TI is expected to be broadly applicable to solids with diffusive degrees of freedom.
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