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(Almost) 25 Years of DMRG - What Is It About?

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Oxford Physics Academic Lectures
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In this talk, I will introduce DMRG both from the historical (statistical) and modern (matrix product state) perspective, highlighting why it has become the method of choice for one-dimensional quantum systems in and out of equilibrium.
I will talk as well as why it has made interesting forays into the world of two-dimensional quantum systems. I will also discuss its limitations, as well as the resulting directions of future development.

Episode Information

Series
Oxford Physics Academic Lectures
People
Ulrich Schollwöck
Keywords
matrices
quantum
systems
Department: Department of Physics
Date Added: 11/10/2016
Duration: 01:21:09

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Openness of a Many-fermion Quantum System from the Generalized Pauli Principle

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Oxford Physics Academic Lectures
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Information about the interaction of a many-electron quantum system with its environment is encoded within the one-electron density matrix (1-RDM).
While the 1-RDM from an ensemble many-electron quantum system must obey the Pauli exclusion principle, the 1-RDM from a pure quantum system must obey additional constraints known as the generalized Pauli conditions. By examining the 1-RDM’s violation of these generalized Pauli conditions, we obtain a sufficient condition at the level of a single electron for a many-electron quantum system’s openness. As the system interacts with the environment, the more stringent generalized Pauli conditions relax to the Pauli principle, the nature and extent of this relaxation serving to quantify the degree openness of a many-electron quantum system. In an application to photosynthetic light harvesting we show that the interaction of the system with the environment (quantum noise) relaxes significant constraints imposed on the exciton dynamics by the generalized Pauli conditions. This relaxation provides a geometric (kinematic) interpretation for the role of noise in enhancing exciton transport in quantum systems.

Episode Information

Series
Oxford Physics Academic Lectures
People
Romit Chakraborty
Keywords
quantum
fermionic
matrices
Department: Department of Physics
Date Added: 11/10/2016
Duration: 00:21:19

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Generalized Pauli Constraints in Reduced Density Matrix Functional Theory

Series
Oxford Physics Academic Lectures
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Reduced Density Matrix Functional Theory is a method that relies on the 1-1 correspondence between the ground state wavefunction of many electron systems and the first order reduced density matrix(1RDM) and uses the second one as its fundamental valuable.
The ground state of a system is determined within this approach by minimizing the energy functional with respect to the 1RDM while satisfying that the 1RDM corresponds to a fermionic ensemble (Coleman’s conditions). As the explicit expression of the energy functional with respect to the 1RDM is not known, different approximate functionals are employed. If we had the exact functional performing the energy minimization using the ensemble representability constraints would be enough to find a 1RDM that corresponds to a pure state (if our ground state is not degenerate so we really have a pure state). However, performing the energy minimization with approximate functionals, as we found for 3 electron systems test cases, results in occupation numbers that do not satisfy the generalized Pauli constraints (GPC). One then could in principle employ the GPC as additional constraints during the energy minimization to ensure that the ground state 1RDM that finds can result from a pure state. However due to the big number of these constraints this is not feasible in practice apart from a few cases of really small systems.
An idea to be explored is constructing energy functionals that satisfy at least some of the GPC. This could serve as a change of paradigm for functional derivation because until now 1RDM functionals were mostly tested on whether they reproduced or not ground state energies correctly. Another idea that we would like to discuss is whether we could apply the GPC in an approximate way to only the electrons that have occupations smaller than one. The electrons with occupation one do not play any role to whether the 1RDM corresponds to a pure state or not. Although it is doubtful whether 1RDMs with occupations that are exactly one can correspond to a ground state of a real fermionic system, in many cases this is a sensible approximation that would significantly reduce the amount of GPC to be considered in a RDMFT minimization.

Episode Information

Series
Oxford Physics Academic Lectures
People
Iris Theophilou
Keywords
electron
Energy
matrices
Department: Department of Physics
Date Added: 11/10/2016
Duration: 00:32:44

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Quasipinning and Extended Hartree-Fock Method based on Generalized Pauli Constraints

Series
Oxford Physics Academic Lectures
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It is now known that fermionic natural occupation numbers (NON) do not only obey Pauli’s exclusion principle but are even stronger restricted by the so-called generalized Pauli constraints (GPC).
So far, the nature of these constraints has been explored in some systems: a model of few spinless fermions confined to a one-dimensional harmonic potential, the lithium isoelectronic series and ground and excited states of some three-, four- and five-electron atomic and molecular systems. Whenever given NON lie on the boundary of the allowed region the corresponding N-fermion quantum state has a significantly simpler structure. By employing this structure a variational optimization method for few fermion ground states is elaborated. We quantitatively confirm its high accuracy for systems with the vector of NON in a small distance to the boundary of the polytope. In particular, we derive an upper bound on the error of the correlation energy given by the ratio of the distance to the boundary of the polytope and the distance of the vector of NON to the Hartree-Fock point. Moreover, these geometric insights shed some light on the concept of active spaces, correlation energy, frozen electrons and virtual orbitals.

Episode Information

Series
Oxford Physics Academic Lectures
People
Carlos Benavides-Riveros
Keywords
electrons
fermionic
numbers
Department: Department of Physics
Date Added: 11/10/2016
Duration: 00:52:02

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Fermionic Exchange Symmetry: Quantifying its Influence beyond Pauli’s Exclusion Principle

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Oxford Physics Academic Lectures
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The Pauli exclusion principle has a strong impact on the properties and the behavior of most fermionic quantum systems. Remarkably, even stronger restrictions on fermionic natural occupation numbers follow from the fermionic exchange symmetry.
We develop an operationally meaningful measure which allows one to quantify the potential physical relevance of those generalized Pauli constraints beyond the well-established relevance of Pauli’s exclusion principle. It is based on a geometric hierarchy induced by Pauli exclusion principle constraints. The significance of that measure is illustrated for a few-fermion model which also confirms such nontrivial relevance of the generalized Pauli constraints.

Episode Information

Series
Oxford Physics Academic Lectures
People
Felix Tennie
Keywords
quantum
fermionic
symmetry
Department: Department of Physics
Date Added: 11/10/2016
Duration: 00:59:47

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Pinning of Fermionic Occupation Numbers

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Oxford Physics Academic Lectures
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The Pauli exclusion principle is a constraint on the natural occupation numbers of fermionic states.
It has been suspected since at least the 1970’s, and only proved very recently, that there is a multitude of further constraints on these numbers, generalizing the Pauli principle. Here, we provide the first analytic analysis of the physical relevance of these constraints. We compute the natural occupation numbers for the ground states of a family of interacting fermions in a harmonic potential. Intriguingly, we find that the occupation numbers are almost, but not exactly, pinned to the boundary of the allowed region (quasi-pinned). The result suggests that the physics behind the phenomenon is richer than previously appreciated. In particular, it shows that for some models, the generalized Pauli constraints play a role for the ground state, even though they do not limit the ground-state energy. Our findings suggest a generalization of the Hartree-Fock approximation.

Episode Information

Series
Oxford Physics Academic Lectures
People
Matthias Christandl
Keywords
fermionic
pauli exclusion
Department: Department of Physics
Date Added: 11/10/2016
Duration: 00:55:57

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Calculation Of Generalized Pauli Constraints

Series
Oxford Physics Academic Lectures
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In the talk I am planning to explain two different solutions of N-representability problem and then give the algorithm to calculate GPCs.
After that, as examples I will show my calculations for 3 fermions systems of rank 6 and 7 for which the algorithm works smoothly. For higher rank systems we need an additional tool which I will try to explain also.

Episode Information

Series
Oxford Physics Academic Lectures
People
Murat Altunbulak
Keywords
fermionic
algorithm
Department: Department of Physics
Date Added: 11/10/2016
Duration: 00:26:05

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Derivation of the time-dependent Hartree(-Fock)-equation

Series
Oxford Physics Academic Lectures
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In the talk I will present recent progress in proving closeness of the microscopic and effective description for systems of many fermions.
Solving the time dependent Schrödinger equation for a system of many interacting Fermions is in many cases impossible, both analytically and numerically. Instead of the microscopic description one uses an effective description which describes the behaviour of the fermions in good approximation and can be treated with a computer. In many cases one uses the fermionic Hartree or Hartree-Fock equation as effective description.

Episode Information

Series
Oxford Physics Academic Lectures
People
Peter Pickl
Keywords
sermonic
microscopic
numerical analysis
Department: Department of Physics
Date Added: 11/10/2016
Duration: 01:02:53

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Physical Meaning of Natural Orbitals and Natural Occupation Numbers

Series
Oxford Physics Academic Lectures
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Physical Meaning of Natural Orbitals and Natural Occupation Numbers
By their definition, the natural orbitals and occupation numbers are the eigenfunctions and eigenvalues of the one-body reduced density matrix. This raises the question to which extend one can assign a physical interpretation to them, e.g. if the degeneracies in the occupation numbers reflect the symmetries of the system or if an excitation can be described by simply changing the occupations of the ground-state natural orbitals. We use exactly solvable model systems to investigate the suitability of natural orbitals as a basis for describing many-body excitations. We analyze to which extend the natural orbitals describe both bound as well as ionized excited states and show that depending on the specifics of the excited state the ground-state natural orbitals yield a good approximation or not.

Episode Information

Series
Oxford Physics Academic Lectures
People
Nicole Helbig
Keywords
orbitals
matrices
Department: Department of Physics
Date Added: 11/10/2016
Duration: 00:39:21

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Introduction and Overview of the Reduced Density Matrix Functional Theory

Series
Oxford Physics Academic Lectures
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In this presentation, we review the theoretical foundations of RDMFT the most successful approximations and extensions, we assess present-day functionals on applications to molecular and periodic systems and we discuss the challenges and future prospect
Reduced density matrix functional theory (RDMFT) is a theoretical framework for approximating the many-electron problem. In RDMFT, the fundamental quantity is the one-body, reduced, density matrix (1RDM) which plays the same role as the electronic density in density functional theory. Gilberts theorem stands in the foundations of RMDFT, and guarantees that every observable for the ground state is a functional of the 1RDM. This allows for approximating the total energy in terms of the 1RDM and minimizing it under certain conditions for the N-representability of the 1RDM. So far, in almost all practical applications Coleman’s ensemble N-representability conditions are employed which are very simple for fermionic systems. They concern the eigenvalues of the 1RDM, known as natural occupations, restricting then in the range between zero and one and their sum which is fixed to be the total number of electrons.

A certain advantage of tackling the many electron problem in this way is that the kinetic energy of the system is a simple expression in terms of the 1RDM, i.e. there is no need for a fictitious non interacting system like the Kohn-Sham system in DFT. Thus, fractional occupations enter the theory in a natural way allowing to construct simple approximations that describe accurately electronic correlations. A central and simple functional in RDMFT is the Mler functional, a relatively simple modification of the expression of the total energy in Hartree-Fock theory. This functional was shown to reproduce the correct physical picture of the dissociation of the Hydrogen molecule, although it is known to overestimate substantially the correlation energy. Several approximations were introduced in the last couple of decades, many of which are corrections to the Mller functional, and were proven to describe accurately such diverse effects and quantities like static correlations and the band gaps of materials. Unfortunately, due to the non-existence of a non-interacting systems, RDMFT calculations are demanding compared to DFT and, at present, are restricted to small molecules or simple periodic systems.

Episode Information

Series
Oxford Physics Academic Lectures
People
Nektarios N. Lathiotakis
Keywords
functional theory
fermionic
quantum
Department: Department of Physics
Date Added: 11/10/2016
Duration: 00:57:57

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