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C-IBI: Targeting cumulative coordination within an iterative protocol to derive coarse-grained models of
Tiago E de Oliveira1, Paulo A Netz1, Kurt Kremer1
1Max-Planck Institut für Polymerforschung, Ackermannweg 10, 55128 Mainz, Germany.
We developed a new coarse-graining method, coordination iterative Boltzmann inversion (C-IBI), which accurately models solvation thermodynamics in aqueous mixtures and converges faster than traditional iterative Boltzmann inversion (IBI).
Area of Science:
- Computational chemistry
- Molecular modeling
- Physical chemistry
Background:
- Coarse-graining methods are essential for simulating large molecular systems.
- Traditional iterative Boltzmann inversion (IBI) can be computationally expensive and slow to converge.
- Accurate solvation thermodynamics are crucial for understanding chemical processes in solution.
Purpose of the Study:
- To introduce a novel coarse-graining strategy, coordination iterative Boltzmann inversion (C-IBI).
- To assess the ability of C-IBI to reproduce solvation thermodynamics of aqueous mixtures.
- To evaluate the convergence speed of C-IBI compared to IBI.
Main Methods:
- Developed a coarse-graining strategy using pair-wise cumulative coordination as a target function.
- Implemented a protocol similar to iterative Boltzmann inversion (IBI).
- Applied the coordination iterative Boltzmann inversion (C-IBI) method to binary and ternary aqueous mixtures.
Main Results:
- C-IBI successfully reproduces the solvation thermodynamics of binary and ternary aqueous mixtures.
- The method preserves pair-wise solution structure inherent in the underlying coarse-grained model.
- C-IBI demonstrated significantly faster convergence compared to the standard IBI method.
- Validated C-IBI's robustness by studying aqueous urea and triglycine solvation in aqueous urea.
Conclusions:
- Coordination iterative Boltzmann inversion (C-IBI) is an effective and efficient coarse-graining method for studying solvation thermodynamics.
- C-IBI offers a faster alternative to IBI for molecular simulations of aqueous mixtures.
- The method shows promise for complex systems, including solvation of small molecules and peptides in aqueous solutions.
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