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Machine learning methods are applied to finding the Green's function of the Anderson impurity model, a basic model system of quantum many-body condensed-matter physics. Different methods of parametrizing the Green's function are…

The description of the dynamics of correlated electrons in quantum impurity models is typically described within the nonequilibrium Green function formalism combined with a suitable approximation. One common approach is based on the…

强关联电子 · 物理学 2013-06-26 Tal J. Levy , Eran Rabani

We present a data-driven approach to mathematically model physical systems whose governing partial differential equations are unknown, by learning their associated Green's function. The subject systems are observed by collecting…

数值分析 · 数学 2023-03-13 Harshwardhan Praveen , Nicolas Boulle , Christopher Earls

The Green-function technique, termed the irreducible Green functions (IGF) method, that is a certain reformulation of the equation-of motion method for double-time temperature dependent Green functions is presented. This method was…

强关联电子 · 物理学 2007-05-23 A. L. Kuzemsky

A comparative study of the numerical renormalization group and non-crossing approximation results for the spectral functions of the $U=\infty$ Anderson impurity model is carried out. The non-crossing approximation is the simplest conserving…

凝聚态物理 · 物理学 2009-10-28 T. A. Costi , J. Kroha , P. Wolfle

Correlated electron physics is intrinsically a multiscale problem, since high-energy electronic states screen the interactions between the correlated electrons close to the Fermi level, thereby reducing the magnitude of the interaction…

强关联电子 · 物理学 2025-11-06 Anton Pauli , Akshat Mishra , Malte Rösner , Erik G. C. P. van Loon

Theoretical descriptions of non equilibrium dynamics of quantum many-body systems essentially employ either (i) explicit treatments, relying on truncation of the expansion of the many-body wave function, (ii) compressed representations of…

The quantitative control of the dynamic correlations of single impurity Anderson models is essential in several very active fields. We analyze the one-particle Green function with a constant energy resolution by dynamic density-matrix…

强关联电子 · 物理学 2007-05-23 Carsten Raas , Götz S. Uhrig , Frithjof B. Anders

The Green's function method has applications in several fields in Physics, from classical differential equations to quantum many-body problems. In the quantum context, Green's functions are correlation functions, from which it is possible…

介观与纳米尺度物理 · 物理学 2016-10-14 Mariana M. Odashima , Beatriz G. Prado , E. Vernek

The self-energy method for quantum impurity models expresses the correlation part of the self-energy in terms of the ratio of two Green's functions and allows for a more accurate calculation of equilibrium spectral functions than is…

强关联电子 · 物理学 2021-11-24 H. T. M. Nghiem , T. A. Costi

We present an overview of electronic device modeling using non-equilibrium Green function techniques. The basic approach developed in the early 1970s has become increasingly popular during the last 10 years. The rise in popularity was…

介观与纳米尺度物理 · 物理学 2007-05-23 Roger K. Lake , Rajeev R. Pandey

The impurity Green function and dynamical susceptibilties for the two-channel Anderson impurity model are calculated. An exact expression for the self-energy of the impurity Green function is derived. The imaginary part of the self-energy…

强关联电子 · 物理学 2007-05-23 Frithjof B. Anders

In this work, we investigate the characteristics of the electric current in the so-called symmetric Anderson impurity model. We study the nonequilibrium model using two complementary approximate methods, the perturbative quantum master…

介观与纳米尺度物理 · 物理学 2019-07-04 Amikam Levy , Lyran Kidon , Jakob Bätge , Junichi Okamoto , Michael Thoss , David T. Limmer , Eran Rabani

We generalize the methods used in the theory of correlation dynamics and establish a set of equations of motion for many-body correlation green's functions in the non-relativistic case. These non-linear and coupled equations of motion…

核理论 · 物理学 2015-06-26 Shun-Jin Wang , Wei Zuo , Wolfgang Cassing

We introduce a quasiclassical Green function approach describing the unitary yet irreversible dynamics of quantum systems effectively acting as their own environment. Combining a variety of concepts of quantum many-body theory, notably the…

介观与纳米尺度物理 · 物理学 2025-09-09 Alexander Altland , Kun Woo Kim , Tobias Micklitz

A new perturbational approach to spectral and thermal properties of strongly correlated electron systems is presented: The Anderson model is reexamined for $U\to\infty$\,, and it is shown that an expansion of Green's functions with respect…

凝聚态物理 · 物理学 2009-10-22 Jan Brinckmann

We consider the cumulant expansion of the PAM employing the hybridization as perturbation (Phys. Rev. B 50, 17933 (1994)), and we obtain formally exact one-electron Green's functions (GF). These GF contain effective cumulants that are as…

强关联电子 · 物理学 2010-07-13 M. E. Foglio , T. Lobo , M. S. Figueira

We study the high- and low-voltage properties of the out-of-equilibrium Anderson model for quantum dots, using a functional method in the Keldysh formalism. The Green's function at the impurity site can be regarded as a functional of a…

介观与纳米尺度物理 · 物理学 2009-11-07 Akira Oguri

The self-consistent theory of the correlation effects in Highly Correlated Systems(HCS) is presented. The novel Irreducible Green's Functions(IGF) method is discused in detail for the Hubbard model and random Hubbard model. The…

强关联电子 · 物理学 2008-02-03 A. L. Kuzemsky

We simulate the nonequilibrium dynamics of two generic many-body quantum impurity models by employing the recently developed iterative influence-functional path integral method [Phys. Rev. B {\bf 82}, 205323 (2010)]. This general approach…

介观与纳米尺度物理 · 物理学 2017-09-13 Dvira Segal , Andrew J. Millis , David R. Reichman
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