Kunlun Qi
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Kunlun Qi has a total of 17 co-authors. Here are the top co-authors by number of shared publications:
Li Wang
3 shared publications- Jin Woo Jang
Department of Mathematics, Pohang University of Science and Technology (POSTECH), Pohang, South Korea
2 shared publications Jingwei Hu
2 shared publications- Zhendong Fang
School of Mathematics, South China University of Technology, Guangzhou 510641, P. R. China
2 shared publications Alexander B. Watson
School of Mathematics, University of Minnesota–Twin Cities, Minneapolis, MN 55455 USA
1 shared publication- Huanyao Wen
School of Mathematics, South China University of Technology, Guangzhou, China
1 shared publication
Latest Publications
- 12 April 2026
- Published by Elsevier in Journal of Computational Physics
- Vol. 560
A fast Fourier spectral method for wave kinetic equation
- 12 April 2026
- Published by Elsevier in Journal of Computational Physics
- Vol. 560
A fast Fourier spectral method for wave kinetic equation
- 10 December 2025
- Published by Elsevier in Computer Methods in Applied Mechanics and Engineering
- Vol. 450
Machine learning-based moment closure model for the linear Boltzmann equation with uncertainties
- 10 December 2025
- Published by Elsevier in Computer Methods in Applied Mechanics and Engineering
- Vol. 450
Machine learning-based moment closure model for the linear Boltzmann equation with uncertainties
- 26 June 2025
- Published by Elsevier in Journal of Computational Physics
- Vol. 538
Continuous data assimilation for hydrodynamics: Consistent discretization and application to moment recovery
- 26 June 2025
- Published by Elsevier in Journal of Computational Physics
- Vol. 538
Continuous data assimilation for hydrodynamics: Consistent discretization and application to moment recovery
- 11 February 2025
- Published by Society for Industrial & Applied Mathematics (SIAM) in SIAM Journal on Applied Mathematics
- Vol. 85 (1) , 314-340
Radiative Transport in a Periodic Structure with Band Crossings
We use the Wigner transformation and asymptotic analysis to systematically derive the semiclassical model for the Schrödinger equation in arbitrary spatial dimensions, with any periodic structure. Our particular emphasis lies in addressing the diabatic effect, i.e., the impact of Bloch band crossings. We consider both deterministic and random scenarios. In the former case, we derive a coupled Liouville system, revealing lower-order interactions among different Bloch bands. In the latter case, a coupled system of radiative transport equations emerges, with the scattering cross section induced by the random inhomogeneities. As a specific application, we deduce the effective dynamics of a wave packet in graphene with randomness.
- 11 February 2025
- Published by Society for Industrial & Applied Mathematics (SIAM) in SIAM Journal on Applied Mathematics
- Vol. 85 (1) , 314-340
Radiative Transport in a Periodic Structure with Band Crossings
We use the Wigner transformation and asymptotic analysis to systematically derive the semiclassical model for the Schrödinger equation in arbitrary spatial dimensions, with any periodic structure. Our particular emphasis lies in addressing the diabatic effect, i.e., the impact of Bloch band crossings. We consider both deterministic and random scenarios. In the former case, we derive a coupled Liouville system, revealing lower-order interactions among different Bloch bands. In the latter case, a coupled system of radiative transport equations emerges, with the scattering cross section induced by the random inhomogeneities. As a specific application, we deduce the effective dynamics of a wave packet in graphene with randomness.
- 11 December 2024
- Published by Society for Industrial & Applied Mathematics (SIAM) in Multiscale Modeling & Simulation
- Vol. 22 (4) , 1646-1682
On the Kinetic Description of the Objective Molecular Dynamics
In this paper, we develop a multiscale hierarchy framework for objective molecular dynamics (OMD), a reduced-order molecular dynamics with a certain symmetry, that connects it to the statistical kinetic equation, and the macroscopic hydrodynamic model. In the mesoscopic regime, we exploit two interaction scalings that lead, respectively, to either a mean-field type or to a Boltzmann-type equation. It turns out that, under the special symmetry of OMD, the mean-field scaling leads to a substantially simplified Vlasov equation that extinguishes the underlying molecular interaction rule, whereas the Boltzmann scaling yields a meaningful reduced model called the HOMO-energetic Boltzmann equation. At the macroscopic level, we derive the corresponding Euler and Navier–Stokes systems by conducting a detailed asymptotic analysis. The symmetry again significantly reduces the complexity of the resulting hydrodynamic systems.
- 11 December 2024
- Published by Society for Industrial & Applied Mathematics (SIAM) in Multiscale Modeling & Simulation
- Vol. 22 (4) , 1646-1682
On the Kinetic Description of the Objective Molecular Dynamics
In this paper, we develop a multiscale hierarchy framework for objective molecular dynamics (OMD), a reduced-order molecular dynamics with a certain symmetry, that connects it to the statistical kinetic equation, and the macroscopic hydrodynamic model. In the mesoscopic regime, we exploit two interaction scalings that lead, respectively, to either a mean-field type or to a Boltzmann-type equation. It turns out that, under the special symmetry of OMD, the mean-field scaling leads to a substantially simplified Vlasov equation that extinguishes the underlying molecular interaction rule, whereas the Boltzmann scaling yields a meaningful reduced model called the HOMO-energetic Boltzmann equation. At the macroscopic level, we derive the corresponding Euler and Navier–Stokes systems by conducting a detailed asymptotic analysis. The symmetry again significantly reduces the complexity of the resulting hydrodynamic systems.
- 13 September 2024
- Published by World Scientific Pub Co Pte Ltd in Mathematical Models and Methods in Applied Sciences
- Vol. 34 (12) , 2265-2304
The small deborah number limit for the fluid-particle flows: Incompressible case
This work is devoted to the study of the hydrodynamic limit for the fluid-particle flows governed by the Vlasov–Fokker–Planck (VFP) equation coupled with the incompressible Navier–Stokes (INS) equation as the Deborah number approaches to zero. The limit is valid globally in time provided that the initial perturbation is small in a neighborhood of a steady state. The proof is based on a formal derivation of the limiting system via the Hilbert approach, followed by a rigorous justification via introducing a novel decomposition involving some macroscopic quantities and a refined energy estimate motivated by macro–micro decomposition. In contrast to the existing results for the same scaled model, the present work provides the first one on the hydrodynamic limits in a strong sense with an explicit convergence rate.
- 13 September 2024
- Published by World Scientific Pub Co Pte Ltd in Mathematical Models and Methods in Applied Sciences
- Vol. 34 (12) , 2265-2304
The small deborah number limit for the fluid-particle flows: Incompressible case
This work is devoted to the study of the hydrodynamic limit for the fluid-particle flows governed by the Vlasov–Fokker–Planck (VFP) equation coupled with the incompressible Navier–Stokes (INS) equation as the Deborah number approaches to zero. The limit is valid globally in time provided that the initial perturbation is small in a neighborhood of a steady state. The proof is based on a formal derivation of the limiting system via the Hilbert approach, followed by a rigorous justification via introducing a novel decomposition involving some macroscopic quantities and a refined energy estimate motivated by macro–micro decomposition. In contrast to the existing results for the same scaled model, the present work provides the first one on the hydrodynamic limits in a strong sense with an explicit convergence rate.
- Open Access
From the Boltzmann equation for gas mixture to the two-fluid incompressible hydrodynamic system
In this paper, we study the hydrodynamic limit transition from the Boltzmann equation for gas mixtures to the two-fluid macroscopic system. Employing a meticulous dimensionless analysis, we derive several novel hydrodynamic models via the moments' method. For a certain class of scaled Boltzmann equations governing gas mixtures of two species, we rigorously establish the two-fluid incompressible Navier-Stokes-Fourier system as the hydrodynamic limit. This validation is achieved through the Hilbert expansion around the global Maxwellian and refined energy estimates based on the Macro-Micro decomposition.
Open AccessFrom the Boltzmann equation for gas mixture to the two-fluid incompressible hydrodynamic system
In this paper, we study the hydrodynamic limit transition from the Boltzmann equation for gas mixtures to the two-fluid macroscopic system. Employing a meticulous dimensionless analysis, we derive several novel hydrodynamic models via the moments' method. For a certain class of scaled Boltzmann equations governing gas mixtures of two species, we rigorously establish the two-fluid incompressible Navier-Stokes-Fourier system as the hydrodynamic limit. This validation is achieved through the Hilbert expansion around the global Maxwellian and refined energy estimates based on the Macro-Micro decomposition.
- 24 July 2024
- Published by Society for Industrial & Applied Mathematics (SIAM) in SIAM/ASA Journal on Uncertainty Quantification
- Vol. 12 (3) , 812-841
Spectral Convergence of a Semi-discretized Numerical System for the Spatially Homogeneous Boltzmann Equation with Uncertainties
In this paper, we study the Boltzmann equation with uncertainties and prove that the spectral convergence of the semi-discretized numerical system holds in a combined velocity and random space, where the Fourier spectral method is applied for approximation in the velocity space, whereas the generalized polynomial chaos (gPC)-based stochastic Galerkin (SG) method is employed to discretize the random variable. Our proof is based on a delicate energy estimate for showing the well-posedness of the numerical solution as well as a rigorous control of its negative part in our well-designed functional space that involves high-order derivatives of both the velocity and random variables. This paper rigorously justifies the statement proposed in Remark 4.4 of [J. Hu and S. Jin, J. Comput. Phys., 315 (2016), pp. 150–168].
- 24 July 2024
- Published by Society for Industrial & Applied Mathematics (SIAM) in SIAM/ASA Journal on Uncertainty Quantification
- Vol. 12 (3) , 812-841
Spectral Convergence of a Semi-discretized Numerical System for the Spatially Homogeneous Boltzmann Equation with Uncertainties
In this paper, we study the Boltzmann equation with uncertainties and prove that the spectral convergence of the semi-discretized numerical system holds in a combined velocity and random space, where the Fourier spectral method is applied for approximation in the velocity space, whereas the generalized polynomial chaos (gPC)-based stochastic Galerkin (SG) method is employed to discretize the random variable. Our proof is based on a delicate energy estimate for showing the well-posedness of the numerical solution as well as a rigorous control of its negative part in our well-designed functional space that involves high-order derivatives of both the velocity and random variables. This paper rigorously justifies the statement proposed in Remark 4.4 of [J. Hu and S. Jin, J. Comput. Phys., 315 (2016), pp. 150–168].
- Open Access
Convergence of the Fourier-Galerkin spectral method for the Boltzmann equation with uncertainties
It is well-known that the Fourier-Galerkin spectral method has been a popular approach for the numerical approximation of the deterministic Boltzmann equation with spectral accuracy rigorously proved. In this paper, we will show that such a spectral convergence of the Fourier-Galerkin spectral method also holds for the Boltzmann equation with uncertainties arising from both collision kernel and initial condition. Our proof is based on newly-established spaces and norms that are carefully designed and take the velocity variable and random variables with their high regularities into account altogether. For future studies, this theoretical result will provide a solid foundation for further showing the convergence of the full-discretized system where both the velocity and random variables are discretized simultaneously.
Open AccessConvergence of the Fourier-Galerkin spectral method for the Boltzmann equation with uncertainties
It is well-known that the Fourier-Galerkin spectral method has been a popular approach for the numerical approximation of the deterministic Boltzmann equation with spectral accuracy rigorously proved. In this paper, we will show that such a spectral convergence of the Fourier-Galerkin spectral method also holds for the Boltzmann equation with uncertainties arising from both collision kernel and initial condition. Our proof is based on newly-established spaces and norms that are carefully designed and take the velocity variable and random variables with their high regularities into account altogether. For future studies, this theoretical result will provide a solid foundation for further showing the convergence of the full-discretized system where both the velocity and random variables are discretized simultaneously.
- Open Access
- 1 January 2024
- Published by AIP Publishing in AIP Conference Proceedings
- Vol. 2996 (1)
Measure-valued solution to the inelastic Boltzmann equation for hard potentials without angular cutoff
We present a concise summary of our latest findings regarding the global existence of the spatially uniform inelastic Boltzmann equation without angular cutoff
- 1 January 2024
- Published by AIP Publishing in AIP Conference Proceedings
- Vol. 2996 (1)
Open AccessMeasure-valued solution to the inelastic Boltzmann equation for hard potentials without angular cutoff
We present a concise summary of our latest findings regarding the global existence of the spatially uniform inelastic Boltzmann equation without angular cutoff