Lipschitz-regularized gradient flows and generative particle algorithms for high-dimensional scarce data
Fuente:
arXiv
Saved in:
| Main Authors: | Gu, Hyemin, Birmpa, Panagiota, Pantazis, Yannis, Rey-Bellet, Luc, Katsoulakis, Markos A. |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Quantitative Local Convergence of Mean-Field Stein Variational Gradient Flow
by: Chizat, Lénaïc, et al.
Published: (2026)
by: Chizat, Lénaïc, et al.
Published: (2026)
A novel linear transport model with distinct scattering mechanisms for direction and speed
by: Conte, Martina, et al.
Published: (2025)
by: Conte, Martina, et al.
Published: (2025)
Convergence of drift-diffusion PDEs arising as Wasserstein gradient flows of convex functions
by: Chizat, Lénaïc, et al.
Published: (2025)
by: Chizat, Lénaïc, et al.
Published: (2025)
Trend to equilibrium and hypoelliptic regularity for the relativistic Fokker-Planck equation
by: Arnold, Anton, et al.
Published: (2024)
by: Arnold, Anton, et al.
Published: (2024)
Fully discrete energy-dissipative and conservative discrete gradient particle methods for a class of continuity equations
by: Hu, Jingwei, et al.
Published: (2024)
by: Hu, Jingwei, et al.
Published: (2024)
Derivation and quasi-invariant asymptotics of phenotype-structured integro-differential models
by: Bernardi, Emanuele, et al.
Published: (2025)
by: Bernardi, Emanuele, et al.
Published: (2025)
Kinetic SIS opinion-driven models with asymmetric awareness feedback: macroscopic limit and polarization
by: Pinasco, Juan Pablo, et al.
Published: (2026)
by: Pinasco, Juan Pablo, et al.
Published: (2026)
On a spatially inhomogeneous nonlinear Fokker-Planck equation: Cauchy problem and diffusion asymptotics
by: Anceschi, Francesca, et al.
Published: (2021)
by: Anceschi, Francesca, et al.
Published: (2021)
Regularity and Uniqueness for a Model of Active Particles with Angle-Averaged Diffusions
by: Alasio, Luca, et al.
Published: (2025)
by: Alasio, Luca, et al.
Published: (2025)
On a Vlasov-Fokker-Planck equation for stored electron beams
by: Cesbron, Ludovic, et al.
Published: (2023)
by: Cesbron, Ludovic, et al.
Published: (2023)
The Landau equation as a Gradient Flow
by: Carrillo, José A., et al.
Published: (2020)
by: Carrillo, José A., et al.
Published: (2020)
Well-posedness of the Fractional Fokker-Planck Equation
by: Chen, Ke, et al.
Published: (2025)
by: Chen, Ke, et al.
Published: (2025)
The Local-well-posedness of the relativistic Vlasov-Maxwell-Landau system with the specular reflection boundary condition
by: Dong, Hongjie, et al.
Published: (2023)
by: Dong, Hongjie, et al.
Published: (2023)
Asymptotic Stability for Relativistic Vlasov-Maxwell-Landau System in Bounded Domain
by: Dong, Hongjie, et al.
Published: (2023)
by: Dong, Hongjie, et al.
Published: (2023)
Large-time behavior of solutions to Vlasov-Poisson-Fokker-Planck equations: from evanescent collisions to diffusive limit
by: Herda, Maxime, et al.
Published: (2017)
by: Herda, Maxime, et al.
Published: (2017)
Velocity averaging and Hölder regularity for kinetic Fokker-Planck equations with general transport operators and rough coefficients
by: Zhu, Yuzhe
Published: (2020)
by: Zhu, Yuzhe
Published: (2020)
Micro-Macro Decomposition of Particle Swarm Optimization Methods
by: Herty, Michael, et al.
Published: (2025)
by: Herty, Michael, et al.
Published: (2025)
Hydrodynamic limit of the Kuramoto-Sakaguchi equation with inertia and noise effects
by: Mai, Tina
Published: (2024)
by: Mai, Tina
Published: (2024)
Environmental Averaging
by: Shvydkoy, Roman
Published: (2022)
by: Shvydkoy, Roman
Published: (2022)
Well-posedness and long-time behavior for self-consistent Vlasov-Fokker-Planck equations with general potentials
by: Gervais, Pierre, et al.
Published: (2024)
by: Gervais, Pierre, et al.
Published: (2024)
Stein Variational Gradient Descent dynamics for highly concentrated kernels
by: Carrillo, José A., et al.
Published: (2026)
by: Carrillo, José A., et al.
Published: (2026)
Optimal regularity for kinetic Fokker-Planck equations in domains
by: Ros-Oton, Xavier, et al.
Published: (2025)
by: Ros-Oton, Xavier, et al.
Published: (2025)
A trajectorial approach to the gradient flow of McKean-Vlasov SDEs with mobility
by: Liu, Zhenxin, et al.
Published: (2025)
by: Liu, Zhenxin, et al.
Published: (2025)
The Stein-log-Sobolev inequality and the exponential rate of convergence for the continuous Stein variational gradient descent method
by: Carrillo, José A., et al.
Published: (2024)
by: Carrillo, José A., et al.
Published: (2024)
Nonlocal Approximation of Slow and Fast Diffusion
by: Craig, Katy, et al.
Published: (2023)
by: Craig, Katy, et al.
Published: (2023)
The Collisional Particle-In-Cell Method for the Vlasov-Maxwell-Landau Equations
by: Bailo, Rafael, et al.
Published: (2024)
by: Bailo, Rafael, et al.
Published: (2024)
Individual-Based Foundation of SIR-Type Epidemic Models: mean-field limit and large time behaviour
by: Martalò, Giorgio, et al.
Published: (2025)
by: Martalò, Giorgio, et al.
Published: (2025)
Generalised Fisher Information in Defective Fokker-Planck Equations
by: Arnold, Anton, et al.
Published: (2022)
by: Arnold, Anton, et al.
Published: (2022)
Optimal anisotropic three-phase conducting composites: Plane problem
by: Cherkaev, Andrej, et al.
Published: (2010)
by: Cherkaev, Andrej, et al.
Published: (2010)
Phase transition of the kinetic Justh-Krishnaprasad type model for nematic alignment
by: Ha, Seung-Yeal, et al.
Published: (2025)
by: Ha, Seung-Yeal, et al.
Published: (2025)
Long-time contractivity estimates for kinetic Kolmogorov-Fokker-Planck equations
by: Forcillo, Nicolò, et al.
Published: (2025)
by: Forcillo, Nicolò, et al.
Published: (2025)
Fractional diffusion for Fokker-Planck equation with heavy tail equilibrium: an à la Koch spectral method in any dimension
by: Dechicha, Dahmane, et al.
Published: (2023)
by: Dechicha, Dahmane, et al.
Published: (2023)
The incompressible inhomogeneous Navier-Stokes-Vlasov-Fokker-Planck equations: global well-posedness and inviscid limit
by: Li, Fucai, et al.
Published: (2025)
by: Li, Fucai, et al.
Published: (2025)
The Bennati-Dragulescu-Yakovenko model in the continuous setting: PDE derivation and long-time behavior
by: Cao, Fei, et al.
Published: (2025)
by: Cao, Fei, et al.
Published: (2025)
Optimal control of a nonlinear kinetic Fokker-Planck equation
by: Breiten, Tobias, et al.
Published: (2025)
by: Breiten, Tobias, et al.
Published: (2025)
A preconditioned boundary value method for advection-diffusion equations with half Laplacian via spectrum doubling
by: Yuan, Pu, et al.
Published: (2025)
by: Yuan, Pu, et al.
Published: (2025)
A Mathematical Model of Opinion Dynamics with Application to Vaccine Denial
by: Cicala, Daniel, et al.
Published: (2025)
by: Cicala, Daniel, et al.
Published: (2025)
On massless electron limit for a multispecies kinetic system with external magnetic field
by: Herda, Maxime
Published: (2015)
by: Herda, Maxime
Published: (2015)
Nonlinear rough Fokker-Planck equations
by: Bugini, Fabio, et al.
Published: (2025)
by: Bugini, Fabio, et al.
Published: (2025)
Variational structures for the Fokker--Planck equation with general Dirichlet boundary conditions
by: Quattrocchi, Filippo
Published: (2024)
by: Quattrocchi, Filippo
Published: (2024)
Similar Items
-
Quantitative Local Convergence of Mean-Field Stein Variational Gradient Flow
by: Chizat, Lénaïc, et al.
Published: (2026) -
A novel linear transport model with distinct scattering mechanisms for direction and speed
by: Conte, Martina, et al.
Published: (2025) -
Convergence of drift-diffusion PDEs arising as Wasserstein gradient flows of convex functions
by: Chizat, Lénaïc, et al.
Published: (2025) -
Trend to equilibrium and hypoelliptic regularity for the relativistic Fokker-Planck equation
by: Arnold, Anton, et al.
Published: (2024) -
Fully discrete energy-dissipative and conservative discrete gradient particle methods for a class of continuity equations
by: Hu, Jingwei, et al.
Published: (2024)