Efficacy of the Radial Pair Potential Approximation for Molecular Dynamics Simulations of Dense Plasmas
arXiv:2012.06451 · doi:10.1063/5.0040062
Abstract
Macroscopic simulations of dense plasmas rely on detailed microscopic information that can be computationally expensive and is difficult to verify experimentally. In this work, we delineate the accuracy boundary between microscale simulation methods by comparing Kohn-Sham density functional theory molecular dynamics (KS-MD) and radial pair potential molecular dynamics (RPP- MD) for a range of elements, temperature, and density. By extracting the optimal RPP from KS-MD data using force-matching, we constrain its functional form and dismiss classes of potentials that assume a constant power law for small interparticle distances. Our results show excellent agreement between RPP-MD and KS-MD for multiple metrics of accuracy at temperatures of only a few electron volts. The use of RPPs offers orders of magnitude decrease in computational cost and indicates that three-body potentials are not required beyond temperatures of a few eV. Due to its efficiency, the validated RPP-MD provides an avenue for reducing errors due to finite-size effects that can be on the order of .
References in corpus (15)
- Interatomic potentials from first-principles calculations: the force-matching method
- A Spectral Analysis Method for Automated Generation of Quantum-Accurate Interatomic Potentials
- Towards Exact Molecular Dynamics Simulations with Machine-Learned Force Fields
- Extending the Accuracy of the SNAP Interatomic Potential Form
- Potfit: effective potentials from ab-initio data
- Efficient nonparametric -body force fields from machine learning
- Effective potentials for quasicrystals from ab-initio data
- Classical interaction potentials for diverse materials from ab initio data: a review of potfit
- Review of the First Charged-Particle Transport Coefficient Comparison Workshop
- An integral equation model for warm and hot dense mixtures
- Electron-ion and ion-ion potentials for modeling warm-dense-matter: applications to laser-heated or shock-compressed Al and Si
- Ion-ion dynamic structure factor, acoustic modes and equation of state of two-temperature warm dense aluminum
- A critical assessment of models of pair-interactions and screening used in analyzing recent warm-dense matter (WDM) experiments
- Pair potentials for warm dense matter and their application to x-ray Thomson scattering in aluminum and beryllium
- Kinetic energy functionals and the -representability of the electron pair-density given by the classical map hyper-netted-chain (CHNC) method
Cited by in corpus (8)
- Sarkas: A Fast Pure-Python Molecular Dynamics Suite for Plasma Physics
- Transferable Interatomic Potentials for Aluminum from Ambient Conditions to Warm Dense Matter
- The ionization of carbon at 10-100 times the diamond density and in the 10 K temperature range
- Yukawa Friedel-Tail pair potentials for warm dense matter applications
- Machine learning the electronic structure of matter across temperatures
- Evidence for multiple Liquid-liquid phase transitions in carbon, and the Friedel-ordering of its liquid state
- Simple pair-potentials and pseudo-potentials for warm-dense matter and general applications
- Conservative dielectric functions and electrical conductivities from the multicomponent Bhatnagar-Gross-Krook equation