Simulation of rarefied gas flows using physics-informed neural network combined with discrete velocity method

L Zhang, W Ma, Q Lou, J Zhang - Physics of Fluids, 2023 - pubs.aip.org
The linearized Bhatnagar–Gross–Krook equation is widely used to describe low-speed
rarefied gas flows and can be solved numerically using deterministic methods such as the …

An efficient discrete velocity method with inner iteration for steady flows in all flow regimes

LM Yang, C Shu, J Wu, YY Liu, X Shen - Physics of Fluids, 2022 - pubs.aip.org
An efficient improved discrete velocity method (IDVM) with inner iteration is presented to
simulate the steady flows in all flow regimes in this work. It is an extension of our previous …

An efficient energy conserving semi-Lagrangian kinetic scheme for the Vlasov-Ampère system

H Liu, X Cai, Y Cao, G Lapenta - Journal of Computational Physics, 2023 - Elsevier
In this paper, we present a novel kinetic scheme termed the Energy Conserving Semi-
Lagrangian (ECSL) for the Vlasov-Ampère system. The novelty of the ECSL is that it retains …

Improved gas-kinetic unified algorithm for high rarefied to continuum flows by computable modeling of the Boltzmann equation

ZH Li, WQ Hu, JL Wu, AP Peng - Physics of Fluids, 2021 - pubs.aip.org
In this paper, we present an improved gas-kinetic unified algorithm (IGKUA) for high rarefied
transition to continuum flows by computable modeling of Boltzmann equation. Compared …

Conservative semi-Lagrangian kinetic scheme coupled with implicit finite element field solver for multidimensional Vlasov Maxwell system

H Liu, X Cai, G Lapenta, Y Cao - Communications in Nonlinear Science …, 2021 - Elsevier
In this paper, a conservative semi-Lagrangian (CSL) kinetic scheme coupled with an implicit
finite element method (IFEM) is developed for multidimensional electromagnetic plasma …

A combined immersed finite element and conservative semi-Lagrangian scheme for plasma-material interactions

H Liu, M Chen, X Cai, Y Cao, G Lapenta - Journal of Computational …, 2023 - Elsevier
In this paper, the immersed finite element (IFE) coupled with the conservative semi-
Lagrangian (CSL) kinetic scheme is developed for plasma-material interactions. The …

Multi-degree-of-freedom kinetic model and its applications in simulation of three-dimensional nonequilibrium flows

D Pan, C Zhuo, S Liu, C Zhong - Computers & Fluids, 2023 - Elsevier
A multi-degree-of-freedom (MDOF) kinetic model is developed to simulate three-
dimensional nonequilibrium flows. By modifying collision term of Boltzmann model equation …

Maxwell boundary condition for discrete velocity methods: Macroscopic physical constraints and Lagrange multiplier-based implementation

XQ Lu, SM Cheng, LM Yang, H Ding, XY Lu - Journal of Computational …, 2025 - Elsevier
In this paper, we propose an algorithm that imposes macroscopic physical constraints with
Lagrange multiplier approach in implementing the Maxwell boundary condition within the …

A novel fast iterative moment method for near-continuum flows

G Li, C Wang, Z Hu - arXiv preprint arXiv:2403.07358, 2024 - arxiv.org
In this paper, we develop a novel fast iterative moment method for the steady-state
simulation of near-continuum flows, which are modeled by the high-order moment system …

An efficient nonlinear multigrid solver for the simulation of rarefied gas cavity flow

Z Hu, G Li - arXiv preprint arXiv:2206.13164, 2022 - arxiv.org
We study efficient simulation of steady state for rarefied gas flow, which is modeled by the
Boltzmann equation with BGK-type collision term. A nonlinear multigrid solver is proposed to …