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There has been recent progress on the problem of inferring the structure of interactions in complex networks when they are in stationary states satisfying detailed balance, but little has been done for non-equilibrium systems. Here we…

无序系统与神经网络 · 物理学 2011-02-01 Yasser Roudi , John A. Hertz

We explore a mechanism of decision-making in Mean Field Games with myopic players. At each instant, agents set a strategy which optimizes their expected future cost by assuming their environment as immutable. As the system evolves, the…

最优化与控制 · 数学 2018-02-05 Charafeddine Mouzouni

We adopt a geometric perspective on Fock space to provide two complementary insights into the eigenstates in many-body-localized fermionic systems. On the one hand, individual many-bodylocalized eigenstates are well approximated by a Slater…

无序系统与神经网络 · 物理学 2021-11-17 Christian P. Chen , Henning Schomerus

We study the accuracy of analytical wave function based many-body methods derived by energy minimization of a Jastrow-Feenberg ansatz for electrons (`Fermi hypernetted chain / Euler Lagrange' approach). Approximations to avoid the…

其他凝聚态物理 · 物理学 2019-06-05 Martin Panholzer , Raphael Hobbiger , Helga Böhm

Inferring dynamical models from low-resolution temporal data continues to be a significant challenge in biophysics, especially within transcriptomics, where separating molecular programs from noise remains an important open problem. We…

机器学习 · 计算机科学 2023-10-05 Victor Chardès , Suryanarayana Maddu , Michael J. Shelley

We derive a theory of superfluidity for a dilute Fermi gas that is valid when scattering resonances are present. The treatment of a resonance in many-body atomic physics requires a novel mean-field approach starting from an unconventional…

软凝聚态物质 · 物理学 2009-11-07 S. J. J. M. F. Kokkelmans , J. N. Milstein , M. L. Chiofalo , R. Walser , M. J. Holland

We consider quantum many-body systems evolving under a time-independent Hamiltonian $H$ from a nonequilibrium initial state at time $t=0$ towards a close-to-equilibrium state at time $t=\tau$. Subsequently, this state is slightly perturbed…

统计力学 · 物理学 2020-05-27 Lennart Dabelow , Peter Reimann

Exact solutions for local equilibrium and nonequilibrium out-of-time-ordered correlation (OTOC) functions are obtained for a lattice fermion model with on-site interactions, namely the Falicov-Kimball (FK) model, in the large dimensional…

量子气体 · 物理学 2017-02-13 Naoto Tsuji , Philipp Werner , Masahito Ueda

We characterize the dynamical state of many-body bosonic and fermionic many-body models with inter-site Gaussian couplings, on-site non-Gaussian interactions and local dissipation comprising incoherent particle loss, particle gain, and…

A numerical approach for the approximation of inertial manifolds of stochastic evolutionary equations with multiplicative noise is presented and illustrated. After splitting the stochastic evolutionary equations into a backward and a…

动力系统 · 数学 2012-06-22 Xingye Kan , Jinqiao Duan , Ioannis G. Kevrekidis , Anthony J. Roberts

We consider a generic class of stochastic particle-based models whose state at an instant in time is described by a set of continuous degrees of freedom (e.g. positions), and the length of this set changes stochastically in time due to…

统计力学 · 物理学 2025-09-03 Samuel Cameron , Elsen Tjhung

A wave function exposed to measurements undergoes pure state dynamics, with deterministic unitary and probabilistic measurement induced state updates, defining a quantum trajectory. For many-particle systems, the competition of these…

统计力学 · 物理学 2021-11-02 M. Buchhold , Y. Minoguchi , A. Altland , S. Diehl

We show that, as in Hartree Fock theory, the orbitals for excited state mean field theory can be optimized via a self-consistent one-electron equation in which electron-electron repulsion is accounted for through mean field operators. In…

化学物理 · 物理学 2020-12-02 Tarini S. Hardikar , Eric Neuscamman

Perturbation experiments are carried out by contact process and its mean-field version. Here, the mortality rate is increased or decreased suddenly. It is known that the fluctuation enhancement (FE) occurs after the perturbation, where FE…

种群与进化 · 定量生物学 2012-07-20 Satoru Morita , Kei-ichi Tainaka , Hiroyasu Nagata , Jin Yoshimura

Stochastic agent-based models can account for millions of cells with spatiotemporal movement that can be a function of different factors. However, these simulations can be computationally expensive. In this work, we develop a novel…

数值分析 · 数学 2019-09-11 Michael A. Yereniuk , Sarah D. Olson

We demonstrate that a mean field approximation can be confidently employed in quasiperiodic moir\'e systems to treat interactions and quasiperiodicity on equal footing. We obtain the mean field phase diagram for an illustrative…

强关联电子 · 物理学 2025-10-07 Nicolau Sobrosa , Miguel Gonçalves , Bruno Amorim , Eduardo V. Castro , Pedro Ribeiro

We present the first mathematical analysis of stochastic density functional theory (DFT) in the context of the Hartree approximation. We motivate our analysis via the notion of nearly-optimal or $\tilde{O}(n)$ scaling with respect to the…

数值分析 · 数学 2025-06-03 Yuhang Cai , Michael Lindsey

The numerical solution of the recently formulated number-projected Hartree-Fock-Bogoliubov equations is studied in an exactly soluble cranked-deformed shell model Hamiltonian. It is found that the solution of these number-projected…

核理论 · 物理学 2009-11-06 J. A. Sheikh , E. Lopes , P. Ring

We review analyses of open quantum systems. We show how non-Hermiticity arises in an open quantum system with an infinite environment, focusing on the one-body problem. One of the reasons for taking the present approach is that we can solve…

量子物理 · 物理学 2026-02-17 Naomichi Hatano , Gonzalo Ordonez

In this article, we revisit the question of the validity of Hartree-Fock and random-phase approximations. We show that there is a connection between the two and while the RPA as it is known in much of the physics literature is of limited…

强关联电子 · 物理学 2007-05-23 Girish S. Setlur , Yia-Chung Chang
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