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Fast event-driven simulations for soft spheres: from dynamics to Laves phase nucleation
Antoine Castagnède1, Laura Filion2, Frank Smallenburg1
1Université Paris-Saclay, CNRS, Laboratoire de Physique des Solides, 91405 Orsay, France.
Event-driven Monte Carlo (EDMC) simulations offer a faster and more accurate alternative to molecular dynamics (MD) for systems with steep potentials. This method accurately captures thermodynamic properties and dynamics, even at low temperatures.
Area of Science:
- Computational physics
- Materials science
- Statistical mechanics
Background:
- Conventional molecular dynamics (MD) simulations face limitations with steeply varying interaction potentials due to short time step requirements.
- Simulating systems with potentials like the Weeks-Chandler-Andersen (WCA) potential necessitates careful time step selection in MD to balance accuracy and speed.
Purpose of the Study:
- To evaluate the event-driven Monte Carlo (EDMC) approach as a superior alternative to MD for simulating systems with steep interaction potentials.
- To demonstrate the capability of EDMC in accurately reproducing static thermodynamic properties and system dynamics.
Main Methods:
- Utilized an event-driven Monte Carlo (EDMC) simulation method, building upon the work of Peters and de With.
- Applied EDMC to systems interacting via the Weeks-Chandler-Andersen (WCA) potential in the canonical ensemble.
- Compared EDMC performance against time-driven MD simulations, particularly at low temperatures.
Main Results:
- EDMC accurately reproduces static thermodynamic properties and closely mimics system dynamics for the WCA potential.
- EDMC simulations run over an order of magnitude faster than MD at low temperatures.
- The absence of a finite time step in EDMC eliminates the accuracy-speed trade-off inherent in MD.
Conclusions:
- EDMC is an efficient and accurate method for simulating systems with steep potentials, outperforming traditional MD.
- The EDMC approach enables exploration of phase behavior at extremely low temperatures.
- Spontaneous nucleation and growth of Laves phases were observed at significantly lower temperatures than previously reported using EDMC.
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