Constant pH Simulation with FMM Electrostatics in GROMACS. (B) GPU Accelerated Hamiltonian Interpolation
Bartosz Kohnke1, Eliane Briand1, Carsten Kutzner1
1Theoretical and Computational Biophysics, Max Planck Institute for Multidisciplinary Sciences, Am Fassberg 11, 37077 Göttingen, Germany.
We developed Multipole-Accelerated Hamiltonian Interpolation (MAHI) for efficient constant pH molecular dynamics simulations. This method improves sampling and accuracy by accurately simulating protonation changes in biomolecules.
Area of Science:
- Computational chemistry and biophysics
- Molecular dynamics simulations
- Biomolecular modeling
Background:
- Protonation states of titratable groups in biomolecules critically affect their structure and function.
- Standard molecular dynamics (MD) simulations often neglect the dynamic coupling between protonation states and biomolecular conformations.
- Simulating systems at constant pH requires specialized methods that are computationally expensive.
Purpose of the Study:
- To introduce a rigorous and efficient method for performing constant pH molecular dynamics simulations.
- To overcome the computational limitations of existing Hamiltonian Interpolation (HI) λ-dynamics methods, particularly with Particle Mesh Ewald (PME).
- To enable accurate and efficient simulation of protonation dynamics in large biomolecular systems.
Main Methods:
- Development of the Multipole-Accelerated Hamiltonian Interpolation (MAHI) method within the GROMACS simulation package.
- Utilizing precomputed charge-scaled Hamiltonians with the Fast Multipole Method (FMM) for efficient force calculation.
- Comparison of MAHI with charge interpolation (QI) and standard HI methods.
Main Results:
- MAHI achieves accurate constant pH simulations with negligible computational overhead compared to standard FMM-based MD.
- Hamiltonian Interpolation (HI) demonstrates more frequent protonation state transitions, leading to improved sampling and accuracy over charge interpolation (QI).
- Simulations with up to 512 titratable sites on a million-atom system showed less than a 20% increase in runtime.
Conclusions:
- MAHI provides a computationally feasible approach for large-scale constant pH molecular dynamics simulations.
- The method facilitates seamless integration of constant pH simulations into standard force field workflows.
- This advancement enables more accurate investigations into the pH-dependent behavior of biological macromolecules.
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