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相关论文: A Chiral Phase Transition using a Fermion Cluster …

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The Meron Cluster algorithm solves the sign problem in a class of interacting fermion lattice models with a chiral phase transition. Within this framework, we study the geometrical features of the clusters built by the algorithm, that…

高能物理 - 格点 · 物理学 2014-11-17 Matteo Beccaria , Antonio Moro

We examine a (3+1)-dimensional model of staggered lattice fermions with a four-fermion interaction and Z(2) chiral symmetry using the Hamiltonian formulation. This model cannot be simulated with standard fermion algorithms because those…

高能物理 - 格点 · 物理学 2009-10-31 S. Chandrasekharan , J. Cox , K. Holland , U. -J. Wiese

The recently developed Meron-Cluster algorithm completely solves the exponentially difficult sign problem for a number of models previously inaccessible to numerical simulation. We use this algorithm in a high-precision study of a model of…

高能物理 - 格点 · 物理学 2009-10-31 J. Cox , K. Holland

Cluster algorithms have been recently used to eliminate sign problems that plague Monte-Carlo methods in a variety of systems. In particular such algorithms can also be used to solve sign problems associated with the permutation of fermion…

高能物理 - 格点 · 物理学 2015-06-25 Shailesh Chandrasekharan

Cluster variables have recently revolutionized numerical work in certain models involving fermionic variables. This novel representation of fermionic partition functions is continuing to find new applications. After describing results from…

高能物理 - 格点 · 物理学 2007-05-23 Shailesh Chandrasekharan

Typical fermion algorithms require the computation (or sampling) of the fermion determinant. We focus instead on cluster algorithms which do not involve the determinant and involve a more physically relevant sampling of the configuration…

高能物理 - 格点 · 物理学 2023-12-29 Emilie Huffman

A cluster algorithm is constructed and applied to study the chiral limit of the strongly coupled lattice Schwinger model involving staggered fermions. The algorithm is based on a novel loop representation of the model. Finite size scaling…

高能物理 - 格点 · 物理学 2009-11-07 Shailesh Chandrasekharan

We present a general strategy to solve the notorious fermion sign problem using cluster algorithms. The method applies to various systems in the Hubbard model family as well as to relativistic fermions. Here it is illustrated for…

统计力学 · 物理学 2011-08-11 Shailesh Chandrasekharan , Uwe-Jens Wiese

Numerical simulations of numerous quantum systems suffer from the notorious sign problem. Important examples include QCD and other field theories at non-zero chemical potential, at non-zero vacuum angle, or with an odd number of flavors, as…

高能物理 - 格点 · 物理学 2015-06-25 J. Cox , C. Gattringer , K. Holland , B. Scarlet , U. -J. Wiese

Ab-initio studies of strongly interacting bosonic and fermionic systems is greatly facilitated by efficient Monte Carlo algorithms. This article emphasizes this requirement, and outlines the ideas behind the construction of the cluster…

高能物理 - 格点 · 物理学 2021-06-29 Debasish Banerjee

Attempts to extract the order of the chiral transition of QCD at zero chemical potential, with two dynamical flavors of massless quarks, from simulations with progressively decreasing pion mass have remained inconclusive because of their…

高能物理 - 格点 · 物理学 2018-11-13 Francesca Cuteri , Owe Philipsen , Alessandro Sciarra

We report the recent results from the computer simulations of a fermion-gauge-scalar model with dynamical chiral-symmetry breaking and chiral transition induced by the scalar field. This model might be considered to be a possible…

高能物理 - 格点 · 物理学 2015-06-25 Xiang-Qian Luo , Wolfgang Franzki

Recently, cluster methods have been used to solve a variety of sign problems including those that arise in the presence of fermions. In all cases an analytic partial re-summation over a class of configurations in the path integral was…

高能物理 - 格点 · 物理学 2009-10-31 Shailesh Chandrasekharan

Two cluster algorithms, based on constructing and flipping loops, are presented for worldline quantum Monte Carlo simulations of fermions and are tested on the one-dimensional repulsive Hubbard model. We call these algorithms the loop-flip…

凝聚态物理 · 物理学 2007-05-23 N. Kawashima , J. E. Gubernatis , H. G. Evertz

We discuss the application of an extended version of the coupled cluster method to systems exhibiting a quantum phase transition. We use the lattice O(4) non-linear sigma model in (1+1)- and (3+1)-dimensions as an example. We show how…

高能物理 - 唯象学 · 物理学 2009-10-31 N. E. Ligterink , N. R. Walet , R. F. Bishop

State-of-the-art algorithms for simulating fermions coupled to gauge fields often rely on integrating fermion degrees of freedom. While successful in simulating QCD at zero chemical potential, at finite density these approaches are hindered…

高能物理 - 格点 · 物理学 2024-02-05 Joao C. Pinto Barros , Thea Budde , Marina Krstic Marinkovic

We present a set of related Hybrid Monte Carlo methods to simulate an arbitrary number of dynamical overlap fermions. Each fermion is represented by a chiral pseudo-fermion field. The new algorithm reduces critical slowing down in the…

高能物理 - 格点 · 物理学 2009-11-11 Thomas DeGrand , Stefan Schaefer

A new meron cluster algorithm is constructed to study the finite temperature critical behavior of the chiral condensate in a $(3+1)$ dimensional model of interacting staggered fermions. Using finite size scaling analysis the infinite volume…

高能物理 - 格点 · 物理学 2008-11-26 Shailesh Chandrasekharan , James C. Osborn

We show that the computational effort for the numerical solution of fermionic quantum systems, occurring e.g., in quantum chemistry, solid state physics, field theory in principle grows with less than the square of the particle number for…

凝聚态物理 · 物理学 2007-05-23 Peter Borrmann , Eberhard R. Hilf

We present a novel framework exploiting the cascade of phase transitions occurring during a simulated annealing of the Expectation-Maximisation algorithm to cluster datasets with multi-scale structures. Using the weighted local covariance,…

机器学习 · 统计学 2021-01-13 T. Bonnaire , A. Decelle , N. Aghanim
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