workshop and summer school on kinetic theory and gas dynamics
TRANSCRIPT
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 1
Table of Contents
Organization…………………………………………………………………………………………………………………………..2
Objectives……………………………………………………………………………………………………………………………...2
Sponsors………………………………………………………………………………………………………………………...........2
Useful Information……………………………………………………………………………………………………………...2
Venue…………………………………………………………………………………………………………………………………….2
Registration…………….……………………………………………………………………………………………………………….2
Hotel……………………………………………………………………………………………………………………………………….2
Transportation Directions……………………………………………………………………………………………………….3
Internet Access…………………………………………………………………………………………………………………..4
Useful Links……………………………………………………………………………………………………………………………...4
Emergency Contact………………………………………………………………………………………………………………….4
Schedule by Day………………….……………….……..…………………………………………..………………………….5
Abstracts………………………………………………………………………………………………………………………………7
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 2
Objectives
The purpose of Workshop and Summer School on Kinetic Theory and Gas Dynamics is to
bring together mathematicians from all over the world in the area of kinetic theory and gas
dynamics to present their recent research results, provide lectures and mini-courses to
Ph.D. students and postdoctoral fellows from top universities in China. The participants
will exchange new ideas and to discuss current challenging issues. The main topics
include:
Theory and computational methods for kinetic equations and nonlinear hyperbolic
systems; applications of kinetic theory; uncertainty quantification.
Workshop Homepage
http://math.sjtu.edu.cn/conference/wssktgd/SJTUWorkshopSchedule.pdf
Sponsors
This is an event of the newly founded Zhiyuan Center of Mathematical Sciences, which is
funded by National Natural Science Foundation of China and Shanghai Jiao Tong
University.
Useful Information
Venue
August 4-7
Lecture Hall (100-L), 1/F, Math Building, SJTU
Address: No. 800, Dongchuan Road, Minhang District, Shanghai, China
(上海交通大学闵行校区地址:上海市闵行区东川路 800 号)
Registration
The registration will be held from 14:00 to 18:00, August 3,Academic Exchange Center
lobby(学术活动中心大厅 ), Shanghai Jiao Tong University. We will also set tables
everyday at the lobby of Math Building, SJTU during the workshop.
Hotel
Academic Exchange Center (学术活动中心)
Minhang Campus, SJTU
800 Dongchuan Rd. Minhang District, Shanghai 200240, China
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 3
Tel: 86-21-54740800
Check-in
We have reserved a hotel room for you in your name so that you can directly check in at
the reception once you arrive.
Meals
◎ Breakfast: Hotel rate has already included breakfast. The breakfast will be available
from 7:00am-9:30am.
◎ Lunch: 1/F, Academic Exchange Center (August 4, 5, 6, 7)
◎ Dinner: Liu Yuan (August 4, 5, 6, 7)
Transportation Directions
From Pudong International Airport (PVG) to the Academic Exchange Center, SJTU
Please give the following message to the taxi driver if you don’t speak Chinese:
请送我到闵行区东川路800号上海交通大学学术活动中心。
请走S32(从1号航站楼上S32)到剑川路下,到红绿灯处往右拐上剑川路,左拐至沧源路,
再左拐至东川路,进东川路 800 号(近永平路)大门进,进门后往右行驶50米即可见学术
活动中心。
Please take me to Academic Center of Shanghai Jiao Tong University, located at 800
Dongchuan Road Minhang District
Please take highway S32 (from Terminal 1), exit on Jianchuan Road. Right turn at the
traffic lights to Jianchuan Road, then turn left to Cangyuan Road, followed by left turn to
Dongchuan Road. 800 Dongchuan Road(the gate of SJTU at the cross of Dongchuan
Road and Yongping Road)is on your left, Enter the gate, turn right and the Academic
Center is about 50 meters on your right.
From Hongqiao Airport (SHA) to the Academic Exchange Center, SJTU
Please give the following message to the taxi driver if you don’t speak Chinese:
请送我到闵行区东川路800号上海交通大学学术活动中心。
请走S4高架到剑川路下,到红绿灯处往右拐上剑川路,左拐至沧源路,再左拐至东川路,
进东川路 800 号(近永平路)大门进,进门后往右,学术活动中心在50米后右手边。
Please take me to Academic Center of Shanghai Jiao Tong University, located at 800
Dongchuan Road Minhang District
Please take highway S4, exit on Jianchuan Road. Right turn at the traffic lights to
Jianchuan Road, then turn left to Cangyuan Road, followed by left turn to Dongchuan
Road. 800 Dongchuan Road is on your left which is the gate of SJTU. Enter the gate, turn
right and the Academic Center is about 50 meters on your right.
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 4
From Pudong International Airport (PVG) to the Department of Mathematics, SJTU
Please give the following message to the taxi driver if you don’t speak Chinese:
请送我到闵行区东川路800号上海交通大学数学楼。
请走S32(从1号航站楼上S32)到剑川路下,到红绿灯处往右拐上剑川路,左拐至沧源路,
再左拐至东川路,进东川路800 号(近永平路)大门进,进门后向左,然后向北直行200
米即可见数学楼。
Please take me to the Department of Mathematics, Shanghai Jiao Tong University,
located at 800 Dongchuan Road Minhang District
Please take highway S32 (from Terminal 1), exit on Jianchuan Road. Right turn at the
traffic lights to Jianchuan Road, then turn left to Cangyuan Road, followed by left turn to
Dongchuan Road. 800 Dongchuan Road (the gate of SJTU at the cross of Dongchuan
Road and Yongping Road) is on your left, turn left and go straight toward north and the
Department of Mathematics is about 200 meters on your right.
From Hongqiao International Airport (SHA) to the Department of Mathematics, SJTU
Please give the following message to the taxi driver if you don’t speak Chinese:
请送我到闵行区东川路800号上海交通大学数学楼。
请走S4到剑川路下,到红绿灯处往右拐上剑川路,沿剑川路向西,左拐至沧源路,再左拐
至东川路,进东川路 800号(近永平路)大门进,进门后向左,然后向北直行200米即可见
数学楼。
Please take me to the Department of Mathematics, Shanghai Jiao Tong University,
located at 800 Dongchuan Road,Minhang District
Please take highway S4, exit on Jianchuan Road. Right turn at the traffic lights to
Jianchuan Road, then turn left to Cangyuan Road, followed by left turn to Dongchuan
Road. 800 Dongchuan Road (the gate of SJTU at the cross of Dongchuan Road and
Yongping Road) is on your left, turn left and go straight toward north and the Department
of Mathematics is about 200 meters on your right.
Please ask the driver call 13918684080 (cell of Limin Qin) for emergency.
Chinese:司机,如有问题请打秦丽敏手机:13918684080
Internet Access
Wireless internet access is available in the Lecture Hall (100-M).
The user name is mathconference and the password is:12345678
Useful Links
Shanghai Jiao Tong University: www.sjtu.edu.cn
Department of Mathematics, SJTU: www.math.sjtu.edu.cn
Emergency Contact
Contact: Limin Qin (Cell: 13918684080)
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 5
Daily Schedule
Conference Venue: Lecture Hall (100-L), First Floor of the Math Building
Aug.4 (Tue.)
09:50-10:00 Opening
10:00-10:45 Tong Yang, City University of Hong Kong
Measure valued solutions to the Boltzmann equation
10:45-11:15 Coffee break
11:15-12:00 Qin Li, California Institute of Technology
Numerical methods for linear half-space kinetic equations
12:00-14:00 Lunch break
14:00-16:00 David Levermore, University of Maryland
Mini-course lectures 1&2 on "Introduction to Kinetic Theory"
Aug.5 (Wed.)
08:30-09:15 David Levermore, University of Maryland
TBA
09:15-10:00 Doron Levy, University of Maryland
Modeling Selective Local Interactions with Memory
10:00-10:30 Coffee break
10:30-11:15 Anton Arnold, Technical University of Vienna
Entropy method for hypocoercive & non-symmetric Fokker-Planck
equations with linear drift
11:15-12:00 Jingwei Hu, Purdue University
A stochastic Galerkin scheme for the Boltzmann equation with
uncertainty efficient in the fluid regime
12:00-14:00 Lunch break
14:00-16:00 Alexander Kurganov, Tulane University
Mini-courses lectures 1&2 on "Introduction to Shock
CapturingMethods"
Aug.6 (Thur.)
08:30-09:15 Alexander Kurganov, Tulane University
Hybrid Finite-Volume-Particle Method for Dusty Gas Flows
09:15-10:00 Alina Chertock, North Carolina State University
A flux-splitting based stochastic Galerkin method for nonlinear
systems of hyperbolic conservation laws with uncertainty
10:00-10:30 Coffee break
10:30-11:15 Ping Zhang, Chinese Academy of Sciences
Inhomogeneous incompressible viscous flows with slowly varying initial
data
11:15-12:00 Ning Jiang, Tsinghua University
Hydrodynamic models of self-organized dynamics: convergence proof
12:20-14:00 Lunch break
14:00-16:00 David Levermore, University of Maryland
Mini-course lectures 3&4 on "Introduction to Kinetic Theory"
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 6
Aug.7 (Fri.)
08:30-09:15 Peter Markowich, University of Cambridge and KUAST
Three Forward PDE Problems with Urgent Need of Data Assimilation
09:15-10:00 Jose Carrillo, Imperial College, London
Swarming Models with Repulsive-Attractive Effects
10:00-10:30 Coffee break
10:30-11:15 Weiran Sun, Simon Fraser University
The radiative transfer equation in the forward-peaked regime
11:15-12:00 Xinghui Zhong, Michigan State University
Compact WENO Limiters for Discontinuous Galerkin Methods
12:00-14:00 Lunch break
14:00-16:00 Alexander Kurganov, Tulane University
Mini-courses lectures 3&4 on "Introduction to Shock Capturing
Methods"
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 7
Abstracts
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 8
Mini-courses
David Levermore, University of Maryland, College Park
Introduction to Kinetic Theory
1. History and Derivation of the Boltzmann Equation
2. Properties of General Kinetic Equations
3. Fluid Dynamical Regimes
4. Transition Regimes
*********************************************************************
Alexander Kurganov, Tulane University
Robust Finite-Volume Methods for Nonlinear Hyperbolic PDEs
I will first review the main concepts of Godunov-type finite-volume methods for
hyperbolic systems of conservation laws. The key idea behind the construction of this
type of schemes is a global approximation of solutions using piecewise polynomial
functions followed by their time evolution according to the integral form of the
studied hyperbolic system. A success of this approach relies upon a finite speed of
propagation, which allows to consider a local behaviour of the solution only, that is,
the solution can be evolved in time in an upwind manner by solving (generalized)
Riemann problems in localized space-time control volumes.
Constructing piecewise polynomial approximations requires nonlinear limiting
techniques since a straightforward linear approach leads to large O(1) errors near the
cell interfaces, where the difference between the left- and right-sided piecewise
polynomial values is not necessarily proportional to the size of the formal
approximation error. This may happen in the neighbourhoods of discontinuities,
which are typically developed by solutions of nonlinear hyperbolic PDEs even when
the initial data are smooth. Nonlinear limiters are designed to prevent large
oscillations by differentiating the computed solutions in the local direction of
smoothness, which may be different form the local direction of propagation (this
means that stability of high-order schemes cannot be guaranteed just by upwinding).
I will review several nonlinear limiting techniques for both second- and higher-order
piecewise polynomial reconstructions.
The second major ingredient of Godunov-type upwind schemes is a (generalized)
Riemann problem solver, which is quite easy to obtain for linear hyperbolic systems.
However, solving (generalized) Riemann problems for general nonlinear hyperbolic
systems is a highly nontrivial task even in the one-dimensional case. Therefore, one
may be interested in designing Riemann-problem-solver-free finite-volume methods,
which then can be used as an efficient and robust black-box solvers for a variety of
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 9
hyperbolic problems.
A popular class of Riemann-problem-solver-free methods is Godunov-type central
schemes. They are designed in such a way that solving (generalized) Riemann
problems is avoided by considering control volumes that contain all (possibly
discontinuous) nonlinear waves, which are averaged at the end of each evolution
step. The resulting schemes are robust and can be made very accurate using
high-order piecewise polynomial approximations. However, central schemes contain
more numerical dissipation than their upwind counterparts and thus they often fail
to achieve high resolution of linear contact waves developed by solutions of
nonlinear hyperbolic systems.
Starting 2000, we have been developing a new class of Godunov-type central
schemes, central-upwind schemes. These methods use the same machinery as their
central predecessors, but the control volumes are selected in a more accurate way by
taking into account local speeds of propagation (this brings a taste of upwinding into
this class of central schemes, which are therefore called central-upwind schemes).
This allows to significantly reduce the numerical dissipation without risking
oscillations.
Central-upwind schemes are constructed in three steps: piecewise polynomial
reconstruction, evolution of the reconstructed solution on a new, refined grid and
projection of the evolved solution back onto the original grid. The resulting schemes
are quite cumbersome (though they are still robust and can be used as a black-box
solver for general multidimensional hyperbolic systems), but they can be significantly
simplified by reduction to a semi-discrete form, that is, by taking the limits as the size
of timestep shrinks to zero. I will show how both one- and two-dimensional fully
discrete and semi-discrete schemes are derived. In the two-dimensional case, I will
consider both rectangular and triangular grids.
At the end, I will present central-upwind schemes for hyperbolic systems of balance
laws. As an example, I will consider the Saint-Venant system of shallow water
equations. The key issues in designing robust and efficient central-upwind schemes
will be their ability to preserve a delicate balance between the flux and source terms
(this is extremely important since in many geophysical applications, relevant
solutions are small perturbations of steady states) and positivity of physical
quantities that are supposed to remain positive (nonnegative) for all times (this
feature is also of a great practical importance since one often has to handle dry and
almost dry areas).
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 10
Workshop Lectures
Anton Arnold, Technical University of Vienna
Entropy method for hypocoercive & non-symmetric Fokker-Planck equations with
linear drift
In the last 15 years the entropy method has become a powerful tool for analyzing the
large-time behavior of the Cauchy problem for linear and non-linear Fokker-Planck
type equations (advection-diffusion equations, kinetic Fokker-Planck equation of
plasma physics, e.g.). In particular, this entropy method can be used to analyze the
rate of convergence to the equilibrium (in relative entropy and hence in L1). The
essence of the method is to first derive a differential inequality between the first and
second time derivative of the relative entropy, and then between the entropy
dissipation and the entropy.
For degenerate parabolic equations, the entropy dissipation may vanish for states
other than the equilibrium. Hence, the standard entropy method does not carry over.
For hypocoercive Fokker-Planck equations (with drift terms that are linear in the
spatial variable) we introduce an auxiliary functional (of entropy dissipation type) to
prove exponential decay of the solution towards the steady state in relative entropy.
We show that the obtained rate is indeed sharp (both for the logarithmic and
quadratic entropy). Finally, we extend the method to the kinetic Fokker-Planck
equation (with non-quadratic potential) and non-degenerate, non-symmetric
Fokker-Planck equations. For the latter examples the "hypocoercive entropy method"
yields the sharp global decay rate (as an envelope for the relative entropy function),
while the standard entropy method only yields the sharp local decay rate.
References:
1) A. Arnold, J. Erb. Sharp entropy decay for hypocoercive and non-symmetric
Fokker-Planck equations with linear drift, arXiv 2014.
2) A. Arnold, P. Markowich, G. Toscani, A. Unterreiter. On logarithmic Sobolev
inequalities and the rate of convergence to equilibrium for Fokker-Planck type
equations. Comm. PDE 26/1-2 (2001) 43-100.
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 11
Jose Carrillo, Imperial College
Swarming Models with Repulsive-Attractive Effects
I will present a survey of the main results about first and second order models of
swarming where repulsion and attraction are modeled through pairwise potentials.
We will mainly focus on the stability of the fascinating patterns that you get by
random data particle simulations, flocks and mills, and their qualitative behavior.
*********************************************************************
Alina Chertock, North Carolina State University
A flux-splitting based stochastic Galerkin method for nonlinear systems of
hyperbolic conservation laws with uncertainty
We introduce a flux-splitting based stochastic Galerkin methods for nonlinear
systems of hyperbolic conservation/balance laws with random inputs. The method
uses a generalized polynomial chaos approximation in the stochastic Galerkin
framework (referred to as the gPC-SG method). It is well-known that such
approximations for nonlinear system of hyperbolic conservation laws do not
necessarily yield globally hyperbolic systems: the Jacobian may contain complex
eigenvalues and thus trigger instabilities and ill-posedness. In this paper, we present
a systematic way to overcome this difficulty. The main idea is to split the underlying
system into a linear hyperbolic system, and a nonlinear degenerated hyperbolic
system which can be solved successively as scalar conservation laws with variable
coefficients and source terms. The gPC-SG method, when applied to each of these
subsystems, result in globally hyperbolic systems. The performance of the new
gPC-SG method is illustrated on a number of numerical examples.
*********************************************************************
Jingwei Hu, Purdue University
A stochastic Galerkin scheme for the Boltzmann equation with uncertainty efficient
in the fluid regime
We develop a stochastic Galerkin method for the nonlinear Boltzmann equation with
uncertainty. The method is based on the generalized polynomial chaos (gPC) and can
handle random inputs from collision kernel, initial data or boundary data. We show
that a simple singular value decomposition of gPC related coefficients combined with
the Fourier-spectral method (in velocity space) allows one to compute the collision
operator efficiently. When the Knudsen number is small, we propose a new
technique to overcome the stiffness. The resulting scheme is uniformly stable in both
kinetic and fluid regimes, which offers a possibility of solving the compressible Euler
equation with random inputs.
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 12
Ning Jiang, Tsinghua University
Hydrodynamic models of self-organized dynamics: convergence proof.
In this talk, we will review the hydrodynamic models of self-organized dynamics,
whose formal derivation and some existence were proposed and proved by
Demond-Liu and their collaborators. We justify rigrously this macroscopic limit from
the kinetic self-organized models, employing the Hilbert expansion. It is a joint work
with Linjie Xiong and Tengfei Zhang.
*********************************************************************
Alexander Kurganov, Tulane University
Hybrid Finite-Volume-Particle Method for Dusty Gas Flows
We study the dusty gas flow modeled by the two-phase system composed of a
gaseous carrier (gas phase) and a particulate suspended phase (dust phase). The gas
phase is modeled by the compressible Euler equations of gas dynamics and the dust
phase is modeled by the pressureless gas dynamics equations. These two sets of
conservation laws are coupled through source terms that model momentum and
heat transfers between the phases. When an Eulerian method is adopted for this
model, one can notice the obtained numerical results are typically significantly
affected by numerical diffusion. This phenomenon occurs since the pressureless gas
equations are nonstrictly hyperbolic and have a degenerate structure in which
singular delta shocks are formed, and these strong singularities are vulnerable to the
numerical diffusion.
We introduce a low dissipative hybrid finite-volume-particle method in which the
com- pressible Euler equations for the gas phase are solved by a central-upwind
scheme, while the pressureless gas dynamics equations for dust phase are solved by
a sticky particle method. The obtained numerical results demonstrate that our hybrid
method provides a sharp resolution even a relatively small number of particle is
used.
*********************************************************************
Doron Levy, University of Maryland
Modeling Selective Local Interactions with Memory
Motivated by phototaxis, we consider a system of particles that simultaneously move
on 1D or 2D periodic lattice at discrete times steps. Particles remember their last
direction of movement and may either choose to continue moving in this direction,
remain stationary, or move toward one of their neighbors. The form of motion is
chosen based on predetermined stationary probabilities. Our results demonstrate a
connection between these probabilities and the emerging patterns and size of
aggregates. We develop a reaction diffusion master equation from which we derive a
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 13
system of ODEs describing the dynamics of the particles on the lattice. We show that
the ODEs may replicate the aggregation patterns produced by the stochastic particle
model. This is a joint work with Amanda Galante and Dan Weinberg.
*********************************************************************
Qin Li, California Institute of Technology
Numerical methods for linear half-space kinetic equations
Half-space kinetic equation is the model problem to understand the boundary layer
emerging at the interface in the kinetic-fluid coupling. In this talk, we report our
recent progress on analysis and algorithm development for general linear kinetic
equations with general boundary conditions. Applications include neutron transport
equation with multi-frequencies, linearized 2D Boltzmann equations with Maxwell
boundary conditions etc. The coupled system (heat equation coupling with neutron
transport equation) will also be shown.
*********************************************************************
Peter Markowich, University of Cambridge and KAUST
Three Forward PDE Problems with Urgent Need of Data Assimilation
Abstract: I discuss three very different forward PDE problems which need data
assimilation/inverse approaches to make them potentially useful in practical
applications. The first problem is a reaction-diffusion system for biological
transportation network formation and adaptation, the second is a highly
nonstandard parabolic free boundary problem describing price formation in
economic markets and the third problem is the
incompressible Navier-Stokes-Forchheimer-Brinkmann system for flow in porous
media.
*******************************************************
Weiran Sun, Simon Fraser University
The radiative transfer equation in the forward-peaked regime
Abstract: In this work we study the radiative transfer equation in the forward-peaked
regime in free space. Specically, it is shown that the equation is well-posed by
proving instantaneous regularization of weak solutions for arbitrary initial datum in
L^1. Classical techniques for hypo-elliptic operators such as averaging lemma are
used in the argument. Among the interesting aspect of the proof are the use of the
stereographic projection and the presentation of a rigorous expression for the
scattering operator given in terms of a fractional Laplace-Beltrami operator on the
sphere, or equivalently, a weighted fractional Laplacian analog in the projected plane.
Such representations may be used for accurate numerical simulations of the model.
As a bonus given by the methodology, we show convergence of Henyey-Greenstein
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Workshop and Summer School on Kinetic Theory and Gas Dynamics 14
scattering models and vanishing of the solution at time algebraic rate due to
scattering diffusion. This is a joint work with Ricardo Alonso.
*********************************************************************
Tong Yang, City University of Hong Kong
Measure valued solutions to the Boltzmann equation
In this talk, we will present our recent results on the measure valuedsolutions to the
space homogeneous Boltzmann equation. We will start from a new classification of
the characteristic functions in the Fourier space according to the moment constraint,
and then show the existence, regularity and large time behavior of solutions with
finite or infinite energy for the Maxwellian molecule cross section. Finally, we will
present the existence for hard and soft potentials with finite energy.
*********************************************************************
Ping Zhang, Chinese Academy of Sciences
Inhomogeneous incompressible viscous flows with slowly varyinginitial data
The purpose of this paper is to provide a large class of initial data which generates
globalsmooth solution of the 3-D inhomogeneous incompressible Navier-Stokes
system in the whole space~$\R^3$. This class of data is based on functions which
vary slowly in one direction. The idea is that 2-D inhomogeneous Navier-Stokes
system with large data is globally well-posedness and we construct the 3-D
approximate solutions by the 2-D solutions with a parameter. One of the key point
of this study is the investigation of the time decay properties of the solutions to the
2-D inhomogeneous Navier-Stokes system. We obtained the same optimal decay
estimates as the solutions of 2-D homogeneous Navier-Stokes system.
*********************************************************************
Xinghui Zhong, Michgan State University
Compact WENO Limiters for Discontinuous Galerkin Methods
Discontinuous Galerkin (DG) method is a class of finite element methods that has
gained popularity in recent years due to its flexibility for arbitrarily unstructured
meshes, with a compact stencil, and with the ability to easily accommodate arbitrary
h-p adaptivity. However, some challenges still remain in specific application problems.
In this talk, we design compact limiters using weighted essentially non-oscillatory
(WENO) methodology for DG methods solving conservation laws, with the goal of
obtaining a robust and high order limiting procedure to simultaneously achieve
uniform high order accuracy and sharp, non-oscillatory shock transitions. The
mainadvantage of these compact limiters is their simplicity in implementation,
especially on multi-dimensional unstructured meshes.
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