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Generative models offer a direct way of modeling complex data. Energy-based models attempt to encode the statistical correlations observed in the data at the level of the Boltzmann weight associated with an energy function in the form of a…

无序系统与神经网络 · 物理学 2024-04-10 Aurélien Decelle , Cyril Furtlehner , Alfonso De Jesus Navas Gómez , Beatriz Seoane

For a system of non-interacting electrons scattered by neutral impurities, we derive a modified Boltzmann equation that includes quasiparticle and virial corrections. We start from quasiclassical transport equation for non-equilibrium…

无序系统与神经网络 · 物理学 2009-10-31 Václav Špička , Pavel Lipavský , Klaus Morawetz

We prove explicit coercivity estimates for the linearized Boltzmann and Landau operators, for a general class of interactions including any inverse-power law interactions, and hard spheres. The functional spaces of these coercivity…

偏微分方程分析 · 数学 2016-08-16 Clément Mouhot

At higher altitudes, for high temperature gases, for instance near space shuttles moving at hypersonic speed, not only mechanical collisions are affecting the gas flow, but also chemical reactions have an impact on such hypersonic flows. In…

偏微分方程分析 · 数学 2024-08-16 Niclas Bernhoff

Problems associated with the Boltzmann collisional operator are unveiled and discussed. By careful investigation it is shown that collective effects of molecular collisions in the six-dimensional position and velocity space are more…

流体动力学 · 物理学 2007-05-23 C. Y. Chen

We calculate the electronic transport properties of a system which is irradiated by a homogeneous microwave field. Within a Boltzmann equation approach, a general expression for the conductivity tensor is derived and evaluated for a quasi…

凝聚态物理 · 物理学 2009-10-28 Tobias Brandes

In this work we prove global stability for the Boltzmann equation (1872) with the physical collision kernels derived by Maxwell in 1866 for the full range of inverse power intermolecular potentials, $r^{-(p-1)}$ with $p>2$. This completes…

偏微分方程分析 · 数学 2015-05-18 Philip T. Gressman , Robert M. Strain

In this paper we study the numerical passage from the spatially homogeneous Boltzmann equation without cut-off to the Fokker-Planck-Landau equation in the so-called grazing collision limit. To this aim we derive a Fourier spectral method…

数值分析 · 数学 2010-09-29 Lorenzo Pareschi , Giuseppe Toscani , Cédric Villani

The inverse power potential $U(r)=r^{-1/s}, 0<s<1$, generates the Boltzmann kernel $B^{s}=|v-v_*|^{1-4s} b_s(\theta)$ with an angular singularity as $\theta\to 0$. Jang-Kepka-Nota-Vel\'azquez (2023) proved the limit $B^{s}\to…

偏微分方程分析 · 数学 2025-12-29 Zheng-Nan Hu , Jin Woo Jang , Zheng-An Yao , Yu-Long Zhou

This paper is concerned with the Vlasov-Poisson-Boltzmann system for plasma particles of two species in three space dimensions. The Boltzmann collision kernel is assumed to be angular non-cutoff with $-3<\gamma<-2s$ and $1/2\leq s<1$, where…

偏微分方程分析 · 数学 2015-06-17 Renjun Duan , Shuangqian Liu

We develop an efficient algorithm for a spatially inhomogeneous matrix-valued quantum Boltzmann equation derived from the Hubbard model. The distribution functions are $2 \times 2$ matrix-valued to accommodate the spin degree of freedom,…

计算物理 · 物理学 2015-05-15 Jianfeng Lu , Christian B. Mendl

Deviations from kinetic equilibrium of massive particles caused by the universe expansion are calculated analytically in the Boltzmann approximation. For the case of an energy independent amplitude of elastic scattering, an exact partial…

高能物理 - 唯象学 · 物理学 2009-10-28 A. D. Dolgov

In this paper the nonlinear multi-species Boltzmann equation with random uncertainty coming from the initial data and collision kernel is studied. Well-posedness and long-time behavior - exponential decay to the global equilibrium - of the…

偏微分方程分析 · 数学 2021-05-10 Esther S. Daus , Shi Jin , Liu Liu

We deal with an inverse problem arising in corrosion detection. The presence of corrosion damage is modeled by a nonlinear boundary condition on the inaccessible portion of the metal specimen. We propose a method for the approximate…

偏微分方程分析 · 数学 2007-05-23 Giovanni Alessandrini , Eva Sincich

This paper concerns a kinetic model of the thermostated Boltzmann equation with a linear deformation force described by a constant matrix. The collision kernel under consideration includes both the Maxwell molecule and general hard…

偏微分方程分析 · 数学 2023-06-05 Renjun Duan , Shuangqian Liu

A non-linear Boltzmann equation describing the time evolution of a partonic system in the central rapidity region after a heavy ion collision is solved numerically. A particular model of the collinear logarithmic divergences due to small…

高能物理 - 唯象学 · 物理学 2017-08-23 Jefferson Bjoraker , Raju Venugopalan

We connect two different generalizations of Boltzmann's kinetic theory by requiring the same stationary solution. Non-extensive statistics can be produced by either using corresponding collision rates nonlinear in the one-particle densities…

统计力学 · 物理学 2009-11-11 T. S. Biro , G. Kaniadakis

The inversion problem for rational B\'ezier curves is addressed by using resultant matrices for polynomials expressed in the Bernstein basis. The aim of the work is not to construct an inversion formula but finding the corresponding value…

数值分析 · 数学 2010-07-19 Ana Marco , José-Javier Martinez

Extracting macroscopic properties of a system from microscopic interactions has always been an interesting topic with the most diverse applications. Here, we use the quantum Boltzmann equation to investigate the density matrix evolution of…

高能物理 - 唯象学 · 物理学 2021-06-15 Hassan Manshouri , Ahmad Hoseinpour , Moslem Zarei

In [C. Mouhot and L. Pareschi, "Fast algorithms for computing the Boltzmann collision operator," Math. Comp., to appear; C. Mouhot and L. Pareschi, C. R. Math. Acad. Sci. Paris, 339 (2004), pp. 71-76], fast deterministic algorithms based on…

偏微分方程分析 · 数学 2016-08-16 Francis Filbet , Clément Mouhot , Lorenzo Pareschi