The many-body Wigner Monte Carlo method for time-dependent ab-initio quantum simulations
The aim of ab-initio approaches is the simulation of many-body quantum systems from the first principles of quantum mechanics. These methods are traditionally based on the many-body Schrödinger equation which represents an incredible mathematical challenge. In this paper, we introduce the many-body...
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Published in | Journal of computational physics Vol. 273; pp. 589 - 597 |
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Language | English |
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Abstract | The aim of ab-initio approaches is the simulation of many-body quantum systems from the first principles of quantum mechanics. These methods are traditionally based on the many-body Schrödinger equation which represents an incredible mathematical challenge. In this paper, we introduce the many-body Wigner Monte Carlo method in the context of distinguishable particles and in the absence of spin-dependent effects. Despite these restrictions, the method has several advantages. First of all, the Wigner formalism is intuitive, as it is based on the concept of a quasi-distribution function. Secondly, the Monte Carlo numerical approach allows scalability on parallel machines that is practically unachievable by means of other techniques based on finite difference or finite element methods. Finally, this method allows time-dependent ab-initio simulations of strongly correlated quantum systems. In order to validate our many-body Wigner Monte Carlo method, as a case study we simulate a relatively simple system consisting of two particles in several different situations. We first start from two non-interacting free Gaussian wave packets. We, then, proceed with the inclusion of an external potential barrier, and we conclude by simulating two entangled (i.e. correlated) particles. The results show how, in the case of negligible spin-dependent effects, the many-body Wigner Monte Carlo method provides an efficient and reliable tool to study the time-dependent evolution of quantum systems composed of distinguishable particles. |
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AbstractList | The aim of ab-initio approaches is the simulation of many-body quantum systems from the first principles of quantum mechanics. These methods are traditionally based on the many-body Schrödinger equation which represents an incredible mathematical challenge. In this paper, we introduce the many-body Wigner Monte Carlo method in the context of distinguishable particles and in the absence of spin-dependent effects. Despite these restrictions, the method has several advantages. First of all, the Wigner formalism is intuitive, as it is based on the concept of a quasi-distribution function. Secondly, the Monte Carlo numerical approach allows scalability on parallel machines that is practically unachievable by means of other techniques based on finite difference or finite element methods. Finally, this method allows time-dependent ab-initio simulations of strongly correlated quantum systems. In order to validate our many-body Wigner Monte Carlo method, as a case study we simulate a relatively simple system consisting of two particles in several different situations. We first start from two non-interacting free Gaussian wave packets. We, then, proceed with the inclusion of an external potential barrier, and we conclude by simulating two entangled (i.e. correlated) particles. The results show how, in the case of negligible spin-dependent effects, the many-body Wigner Monte Carlo method provides an efficient and reliable tool to study the time-dependent evolution of quantum systems composed of distinguishable particles. The aim of ab-initio approaches is the simulation of many-body quantum systems from the first principles of quantum mechanics. These methods are traditionally based on the many-body Schrodinger equation which represents an incredible mathematical challenge. In this paper, we introduce the many-body Wigner Monte Carlo method in the context of distinguishable particles and in the absence of spin-dependent effects. Despite these restrictions, the method has several advantages. First of all, the Wigner formalism is intuitive, as it is based on the concept of a quasi-distribution function. Secondly, the Monte Carlo numerical approach allows scalability on parallel machines that is practically unachievable by means of other techniques based on finite difference or finite element methods. Finally, this method allows time-dependent ab-initio simulations of strongly correlated quantum systems. In order to validate our many-body Wigner Monte Carlo method, as a case study we simulate a relatively simple system consisting of two particles in several different situations. We first start from two non-interacting free Gaussian wave packets. We, then, proceed with the inclusion of an external potential barrier, and we conclude by simulating two entangled (i.e. correlated) particles. The results show how, in the case of negligible spin-dependent effects, the many-body Wigner Monte Carlo method provides an efficient and reliable tool to study the time-dependent evolution of quantum systems composed of distinguishable particles. |
Author | Sellier, J.M. Dimov, I. |
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BackLink | https://www.osti.gov/biblio/22382112$$D View this record in Osti.gov |
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Cites_doi | 10.1103/PhysRevB.86.085115 10.1103/PhysRev.40.749 10.1103/PhysRevB.88.035401 10.1080/00268978200100752 10.1023/A:1020711726836 10.1002/andp.19263851302 10.2138/rmg.2010.71.6 10.1016/S0038-1101(99)00168-9 10.1016/S0921-4526(01)01392-8 10.1007/BF01340294 10.1515/mcma-2013-0018 10.1016/j.jcp.2014.03.065 10.1103/PhysRev.46.618 10.1103/PhysRevA.36.1050 10.1142/9789814317245 10.1103/RevModPhys.62.745 10.1017/S0305004100011919 10.1002/qua.560370407 10.1103/PhysRev.34.1293 10.1016/S0375-9601(01)00344-9 |
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Rev. doi: 10.1103/PhysRev.34.1293 contributor: fullname: Slater – volume: 285 start-page: 217 year: 2001 ident: 10.1016/j.jcp.2014.05.039_br0200 article-title: Particle Monte Carlo simulation of Wigner function tunneling publication-title: Phys. Lett. A doi: 10.1016/S0375-9601(01)00344-9 contributor: fullname: Shifren |
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SubjectTerms | Ab-initio CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS Computer simulation COMPUTERIZED SIMULATION Correlation DISTRIBUTION FUNCTIONS MANY-BODY PROBLEM Mathematical analysis Mathematical models MONTE CARLO METHOD Monte Carlo methods POTENTIALS QUANTUM ENTANGLEMENT Quantum many-body problem QUANTUM MECHANICS QUANTUM SYSTEMS Quantum theory SCHROEDINGER EQUATION SPIN TIME DEPENDENCE Time-dependent Wigner equation |
Title | The many-body Wigner Monte Carlo method for time-dependent ab-initio quantum simulations |
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