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Sampling the Grand Canonical Ensemble with Multisite λ Dynamics.

Thanh T Lai1, Charles L Brooks Iii2

  • 1Biophysics Program, University of Michigan, Ann Arbor, Michigan 48103, United States.

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|March 20, 2026
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Summary
This summary is machine-generated.

We introduce grand canonical multisite lambda dynamics (GC-MSλD), a novel molecular simulation method. This approach efficiently controls molecular numbers for faster simulations in systems like protein-ligand binding.

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Area of Science:

  • Computational chemistry
  • Molecular dynamics
  • Biophysics

Background:

  • Grand canonical ensemble simulations are crucial for studying molecular systems.
  • Existing methods like GCMC/MD can be computationally intensive.
  • Accurate simulation of molecular fluctuations is key in various scientific domains.

Purpose of the Study:

  • To develop a novel molecular simulation technique, grand canonical multisite lambda dynamics (GC-MSλD).
  • To enable efficient sampling of molecular number fluctuations and control chemical potential.
  • To provide a potentially faster and less computationally demanding alternative to existing methods.

Main Methods:

  • Coupling molecules of interest to a dynamic lambda (λ) variable.
  • Utilizing a λ-dependent energetic bias to control chemical potential and molecular number.
  • Implementing and demonstrating the GC-MSλD framework in molecular simulations.

Main Results:

  • Successfully demonstrated GC-MSλD for controlling molecular numbers in TIP3P water.
  • Applied the method to sample crystallographic water occupancies within protein cavities.
  • Computed protein-ligand binding free energies, including water displacement effects.

Conclusions:

  • GC-MSλD offers a promising new approach for molecular simulations.
  • The method shows potential for faster equilibration and reduced computational cost.
  • GC-MSλD is applicable to complex biological systems, including protein-ligand interactions and water dynamics.