A Wigner Monte Carlo approach to density functional theory

In order to simulate quantum N-body systems, stationary and time-dependent density functional theories rely on the capacity of calculating the single-electron wave-functions of a system from which one obtains the total electron density (Kohn–Sham systems). In this paper, we introduce the use of the Wigner Monte Carlo method in ab-initio calculations. This approach allows time-dependent simulations of chemical systems in the presence of reflective and absorbing boundary conditions. It also enables an intuitive comprehension of chemical systems in terms of the Wigner formalism based on the concept of phase-space. Finally, being based on a Monte Carlo method, it scales very well on parallel machines paving the way towards the time-dependent simulation of very complex molecules. A validation is performed by studying the electron distribution of three different systems, a Lithium atom, a Boron atom and a hydrogenic molecule. For the sake of simplicity, we start from initial conditions not too far from equilibrium and show that the systems reach a stationary regime, as expected (despite no restriction is imposed in the choice of the initial conditions). We also show a good agreement with the standard density functional theory for the hydrogenic molecule. These results demonstrate that the combination of the Wigner Monte Carlo method and Kohn–Sham systems provides a reliable computational tool which could, eventually, be applied to more sophisticated problems.

[1]  Siegfried Selberherr,et al.  Phonon-Induced Decoherence in Electron Evolution , 2011, LSSC.

[2]  J. C. Slater A Simplification of the Hartree-Fock Method , 1951 .

[3]  Umberto Ravaioli,et al.  Wigner function study of a double quantum barrier resonant tunnelling diode , 1987 .

[4]  Walter Kohn,et al.  Nobel Lecture: Electronic structure of matter-wave functions and density functionals , 1999 .

[5]  S. Selberherr,et al.  Unified particle approach to Wigner-Boltzmann transport in small semiconductor devices , 2004 .

[6]  Jonathan J. Halliwell Two derivations of the master equation of quantum Brownian motion , 2007 .

[7]  W. Kohn,et al.  Self-Consistent Equations Including Exchange and Correlation Effects , 1965 .

[8]  Judah L. Schwartz,et al.  Computer-Generated Motion Pictures of One-Dimensional Quantum-Mechanical Transmission and Reflection Phenomena , 1967 .

[9]  Michael Springborg,et al.  Wigner's phase-space function and atomic structure: II. Ground states for closed-shell atoms. , 1987 .

[10]  D. Querlioz,et al.  Implementation of the Wigner-Boltzmann transport equation within particle Monte Carlo simulation , 2010 .

[11]  Sean McKee,et al.  Monte Carlo Methods for Applied Scientists , 2005 .

[12]  Fausto Rossi,et al.  Wigner-function formalism applied to semiconductor quantum devices: Failure of the conventional boundary condition scheme , 2013, 1302.2750.

[13]  Dahl,et al.  Wigner's phase-space function and atomic structure: II. Ground states for closed-shell atoms. , 1987, Physical review. A, General physics.

[14]  L. H. Thomas 2 – The Calculation of Atomic Fields , 1927 .

[15]  E. Gross,et al.  Density-Functional Theory for Time-Dependent Systems , 1984 .

[16]  Bassano Vacchini,et al.  Relaxation dynamics of a quantum Brownian particle in an ideal gas , 2007, 0706.4433.

[17]  J. Mayer,et al.  On the Quantum Correction for Thermodynamic Equilibrium , 1947 .

[18]  Damien Querlioz,et al.  The Wigner Monte Carlo Method for Nanoelectronic Devices: A Particle Description of Quantum Transport and Decoherence , 2010 .

[19]  P. Hohenberg,et al.  Inhomogeneous Electron Gas , 1964 .

[20]  William R. Frensley,et al.  Boundary conditions for open quantum systems driven far from equilibrium , 1990 .

[21]  Parr,et al.  Development of the Colle-Salvetti correlation-energy formula into a functional of the electron density. , 1988, Physical review. B, Condensed matter.

[22]  Ivan Dimov Applicability and Robustness of Monte Carlo Algorithms for Very Large Linear Algebra Problems , 2007 .

[23]  Lucian Shifren,et al.  Particle Monte Carlo simulation of Wigner function tunneling , 2001 .

[24]  Siegfried Selberherr,et al.  Decoherence effects in the Wigner function formalism , 2013, Journal of Computational Electronics.

[25]  D. Hartree The Wave Mechanics of an Atom with a Non-Coulomb Central Field. Part I. Theory and Methods , 1928, Mathematical Proceedings of the Cambridge Philosophical Society.

[26]  R W Hockney,et al.  Computer Simulation Using Particles , 1966 .

[27]  F. Brosens,et al.  Monte Carlo implementation of density-functional theory , 2012 .

[28]  J. Perdew,et al.  Density-functional approximation for the correlation energy of the inhomogeneous electron gas. , 1986, Physical review. B, Condensed matter.

[29]  Dragica Vasileska,et al.  Wigner quasi-particle attributes—An asymptotic perspective , 2013 .

[30]  David K. Ferry,et al.  A Wigner Function Based Ensemble Monte Carlo Approach for Accurate Incorporation of Quantum Effects in Device Simulation , 2002 .

[31]  L. H. Thomas The calculation of atomic fields , 1927, Mathematical Proceedings of the Cambridge Philosophical Society.

[32]  Byoungho Lee,et al.  On the high order numerical calculation schemes for the Wigner transport equation , 1999 .

[33]  David K. Ferry,et al.  Wigner function quantum Monte Carlo , 2002 .