Wasserstein gradient flow of the Fisher information from a non-smooth convex minimization viewpoint
Daniel Matthes, Jean-David Benamou, Guillaume Carlier
Publication date: 22 April 2024
Published in: Journal of Convex Analysis (Search for Journal in Brave)
Numerical optimization and variational techniques (65K10) Smoothness and regularity of solutions to PDEs (35B65) Asymptotic behavior of solutions to PDEs (35B40) Nonlinear parabolic equations (35K55) Finite difference methods for initial value and initial-boundary value problems involving PDEs (65M06) Statistical mechanics of semiconductors (82D37) Quantum dynamics and nonequilibrium statistical mechanics (general) (82C10) Existence problems for PDEs: global existence, local existence, non-existence (35A01) Finite difference methods for boundary value problems involving PDEs (65N06) Information theory (general) (94A15) Interface problems; diffusion-limited aggregation in time-dependent statistical mechanics (82C24) Higher-order parabolic equations (35K25) Uniqueness problems for PDEs: global uniqueness, local uniqueness, non-uniqueness (35A02) Boltzmann equations (35Q20)
Cites Work
- Unnamed Item
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- A convergent Lagrangian discretization for a nonlinear fourth-order equation
- A gradient flow scheme for nonlinear fourth order equations
- Gradient flows of the entropy for finite Markov chains
- Discretization of functionals involving the Monge-Ampère operator
- Fisher information regularization schemes for Wasserstein gradient flows
- Augmented Lagrangian methods for transport optimization, mean field games and degenerate elliptic equations
- A mixed finite element method for nonlinear diffusion equations
- A Wasserstein approach to the numerical solution of the one-dimensional Cahn-Hilliard equation
- The Wasserstein gradient flow of the Fisher information and the quantum drift-diffusion equation
- Long-Time asymptotics for strong solutions of the thin film equation
- Elliptic partial differential equations of second order
- Quantum energy-transport and drift-diffusion models
- Positive entropic schemes for a nonlinear fourth-order parabolic equation
- A first-order primal-dual algorithm for convex problems with applications to imaging
- A computational fluid mechanics solution to the Monge-Kantorovich mass transfer problem
- Well-posedness and convergence of a numerical scheme for the corrected Derrida-Lebowitz-Speer-Spohn equation using the Hellinger distance
- A variational finite volume scheme for Wasserstein gradient flows
- Entropy-stable and entropy-dissipative approximations of a fourth-order quantum diffusion equation
- Optimal transport for applied mathematicians. Calculus of variations, PDEs, and modeling
- Numerical simulation of nonlinear continuity equations by evolving diffeomorphisms
- First-order entropies for the Derrida-Lebowitz-Speer-Spohn equation
- Global nonnegative solutions of a nonlinear fourth-order parabolic equation for quantum systems
- A positivity-preserving numerical scheme for a nonlinear fourth order parabolic system
- Optimal Transport with Proximal Splitting
- A Fully Discrete Variational Scheme for Solving Nonlinear Fokker--Planck Equations in Multiple Space Dimensions
- An augmented Lagrangian approach to Wasserstein gradient flows and applications
- Long-time behavior of a finite volume discretization for a fourth order diffusion equation
- An algorithmic construction of entropies in higher-order nonlinear PDEs
- The Derrida–Lebowitz–Speer–Spohn Equation: Existence, NonUniqueness, and Decay Rates of the Solutions
- An Optimization Problem for Mass Transportation with Congested Dynamics
- A Family of Nonlinear Fourth Order Equations of Gradient Flow Type
- Dynamics of an anchored Toom interface
- Sur le transport de mesures périodiques
- Existence and positivity of solutions of a fourth‐order nonlinear PDE describing interface fluctuations
- The Variational Formulation of the Fokker--Planck Equation
- Fluctuations of a stationary nonequilibrium interface
- 14. Convergence of a fully discrete variational scheme for a thin-film equation
- Convergence of a Lagrangian Discretization for Barotropic Fluids and Porous Media Flow
- On the total variation Wasserstein gradient flow and the TV-JKO scheme
- Lagrangian Numerical Approximations to One‐Dimensional Convolution‐Diffusion Equations
- Comparison between W2 distance and Ḣ−1 norm, and Localization of Wasserstein distance
- Convergence of a variational Lagrangian scheme for a nonlinear drift diffusion equation
- Uniqueness of Solutions of the Derrida-Lebowitz-Speer-Spohn Equation and Quantum Drift-Diffusion Models
- Convex analysis and monotone operator theory in Hilbert spaces
- Polar factorization of maps on Riemannian manifolds
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