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We present an optimized variant of the halo model, designed to produce accurate matter power spectra well into the non-linear regime for a wide range of cosmological models. To do this, we introduce physically motivated free parameters into…

宇宙学与河外天体物理 · 物理学 2016-05-11 Alexander Mead , John Peacock , Catherine Heymans , Shahab Joudaki , Alan Heavens

First applications of the new algorithm simulating dynamical fermions are reported. The method reproduces previous results obtained with different techniques.

高能物理 - 格点 · 物理学 2009-10-28 P. Sawicki , J. Wosiek

The strong-coupling perturbation theory of the Hubbard model is presented and carried out to order (t/U)^5 for the one-particle Green function in arbitrary dimension. The spectral weight A(k,omega) is expressed as a Jacobi continued…

强关联电子 · 物理学 2009-10-31 Stephane Pairault , David Senechal , A. -M. S. Tremblay

A fully self-consistent calculation of the bosonic dynamics of the Hubbard model is developed within the Composite Operator Method. From one side we consider a basic set of fermionic composite operators (Hubbard fields) and calculate the…

强关联电子 · 物理学 2007-05-23 Adolfo Avella , Ferdinando Mancini

A fully self-consistent calculation of the bosonic dynamics of the Hubbard model is developed within the Composite Operator Method. From one side we consider a basic set of fermionic composite operators (Hubbard fields) and calculate the…

强关联电子 · 物理学 2007-06-21 Adolfo Avella , Ferdinando Mancini

We analytically model the non-linear effects induced by massive neutrinos on the total matter power spectrum using the halo model reaction framework of Cataneo et al. 2019. In this approach the halo model is used to determine the relative…

宇宙学与河外天体物理 · 物理学 2019-11-21 Matteo Cataneo , J. D. Emberson , Derek Inman , Joachim Harnois-Deraps , Catherine Heymans

A new alternate method for evaluating linear response theory is formally developed, and results are presented. This method involves the time-evolution of the system using TDHF and is constructed directly on top of a static Hartree-Fock…

核理论 · 物理学 2009-11-11 A. S. Umar , V. E. Oberacker

Engineering effective electronic parameters is a major focus in condensed matter physics. Their dynamical modulation opens the possibility of creating and controlling physical properties in systems driven out of equilibrium. In this work,…

强关联电子 · 物理学 2018-09-12 Nicolas Tancogne-Dejean , Michael A. Sentef , Angel Rubio

Density matrix perturbation theory [Phys. Rev. Lett. Vol. 92, 193001 (2004)] provides an efficient framework for the linear scaling computation of response properties [Phys. Rev. Lett. Vol. 92, 193002 (2004)]. In this article, we generalize…

计算物理 · 物理学 2009-11-11 Anders M. N. Niklasson , Valery Weber , Matt Challacombe

We present a fast Markov Chain Monte-Carlo exploration of cosmological parameter space. We perform a joint analysis of results from recent CMB experiments and provide parameter constraints, including sigma_8, from the CMB independent of…

天体物理学 · 物理学 2008-11-26 Antony Lewis , Sarah Bridle

We discuss numerical complexity of the L\"uscher algorithm applied to the Hubbard Model. In particular we present comparison to a certain algorithm based on direct computation of the fermionic determinant.

高能物理 - 格点 · 物理学 2008-02-03 P. Sawicki

A variational formulation for the calculation of interacting fermion systems based on the density-matrix functional theory is presented. Our formalism provides for a natural integration of explicit many-particle effects into standard…

强关联电子 · 物理学 2013-05-29 Peter E. Bloechl , Christian F. J. Walther , Thomas Pruschke

For simplest colored branching processes we prove an analog to the McMillan theorem and calculate Hausdorff dimensions of random fractals defined in terms of the limit behavior of empirical measures generated by finite genetic lines. In…

动力系统 · 数学 2012-12-03 V. I. Bakhtin

We present a method to perform fully selfconsistent density-functional calculations, which scales linearly with the system size and which is well suited for very large systems. It uses strictly localized pseudoatomic orbitals as basis…

凝聚态物理 · 物理学 2009-10-28 Pablo Ordejon , Emilio Artacho , Jose M. Soler

We present a procedure to calculate 1/d corrections to the two-particle properties around the infinite dimensional dynamical mean field limit. Our method is based on a modified version of the scheme of Ref. onlinecite{SchillerIngersent}}.…

强关联电子 · 物理学 2009-10-31 Gergely Zarand , Daniel L. Cox , Avraham Schiller

We generalise the procedure for joint estimation of cosmological parameters to allow freedom in the relative weights of various probes. This is done by including in the joint Likelihood function a set of 'Hyper-Parameters', which are dealt…

天体物理学 · 物理学 2007-05-23 Ofer Lahav

A major challenge in designing neural network (NN) systems is to determine the best structure and parameters for the network given the data for the machine learning problem at hand. Examples of parameters are the number of layers and nodes,…

人工智能 · 计算机科学 2017-05-25 Gonzalo Diaz , Achille Fokoue , Giacomo Nannicini , Horst Samulowitz

The primal-dual hybrid gradient method (PDHG) is useful for optimization problems that commonly appear in image reconstruction. A downside of PDHG is that there are typically three user-set parameters and performance of the algorithm is…

最优化与控制 · 数学 2025-03-25 Alex McManus , Stephen Becker , Nicholas Dwork

Using effective field theory, we calculate the S-factor for the hep process in a totally parameter-free formulation. The transition operators are organized according to chiral counting, and their matrix elements are evaluated using the…

This work considers a computationally and statistically efficient parameter estimation method for a wide class of latent variable models---including Gaussian mixture models, hidden Markov models, and latent Dirichlet allocation---which…

机器学习 · 计算机科学 2014-11-17 Anima Anandkumar , Rong Ge , Daniel Hsu , Sham M. Kakade , Matus Telgarsky