Learning phase-space flows using time-discrete implicit Runge-Kutta PINNs
Fuente:
arXiv
Saved in:
| Main Authors: | Corral, Álvaro Fernández, Mendoza, Nicolás, Iske, Armin, Yachmenev, Andrey, Küpper, Jochen |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Energy diminishing implicit-explicit Runge--Kutta methods for gradient flows
by: Fu, Zhaohui, et al.
Published: (2022)
by: Fu, Zhaohui, et al.
Published: (2022)
Smooth perturbations of diagonally implicit Runge--Kutta methods
by: Driscoll, John, et al.
Published: (2026)
by: Driscoll, John, et al.
Published: (2026)
Half-explicit Runge-Kutta integrators for variational multiscale turbulence modeling: Toward higher-order accuracy in space and time
by: Sun, Yujie, et al.
Published: (2025)
by: Sun, Yujie, et al.
Published: (2025)
Computing excited states of molecules using normalizing flows
by: Saleh, Yahya, et al.
Published: (2023)
by: Saleh, Yahya, et al.
Published: (2023)
Robust high-order low-rank BUG integrators based on explicit Runge--Kutta methods
by: Nobile, Fabio, et al.
Published: (2025)
by: Nobile, Fabio, et al.
Published: (2025)
Stable corrections for perturbed diagonally implicit Runge--Kutta methods
by: Driscoll, John, et al.
Published: (2026)
by: Driscoll, John, et al.
Published: (2026)
An Explicit Sixth Order Runge-Kutta Method for Simple Lawson Integration
by: Golden, Matthew
Published: (2025)
by: Golden, Matthew
Published: (2025)
An implicit DG solver for incompressible two-phase flows with an artificial compressibility formulation
by: Orlando, Giuseppe
Published: (2023)
by: Orlando, Giuseppe
Published: (2023)
Explicit Runge-Kutta algorithm to solve non-local equations with memory effects: case of the Maxey-Riley-Gatignol equation
by: Jaganathan, Divya, et al.
Published: (2023)
by: Jaganathan, Divya, et al.
Published: (2023)
High-order implicit Runge-Kutta time integrators for component-based model reduction of FSI problems
by: Taddei, Tommaso, et al.
Published: (2025)
by: Taddei, Tommaso, et al.
Published: (2025)
On the Convergence of Irregular Sampling in Reproducing Kernel Hilbert Spaces
by: Iske, Armin
Published: (2025)
by: Iske, Armin
Published: (2025)
Spectral equivalence of unsymmetric kernel matrices and applications
by: Wenzel, Tizian, et al.
Published: (2025)
by: Wenzel, Tizian, et al.
Published: (2025)
On the convergence of generalized kernel-based interpolation by greedy data selection algorithms
by: Albrecht, Kristof, et al.
Published: (2024)
by: Albrecht, Kristof, et al.
Published: (2024)
Spectral alignment of kernel matrices and applications
by: Wenzel, Tizan, et al.
Published: (2024)
by: Wenzel, Tizan, et al.
Published: (2024)
Uniform accuracy of implicit-explicit Runge-Kutta methods for linear hyperbolic relaxation systems
by: Ma, Zhiting, et al.
Published: (2024)
by: Ma, Zhiting, et al.
Published: (2024)
Space-time discretization for barotropic flow stemming from a multisymplectic variational formulation
by: Mahadev, Mukthesh, et al.
Published: (2025)
by: Mahadev, Mukthesh, et al.
Published: (2025)
Stability and convergence analysis of unconditionally original energy dissipative implicit-explicit Runge--Kutta methods for the phase field crystal models without Lipschitz assumptions
by: Li, Xiaoli, et al.
Published: (2026)
by: Li, Xiaoli, et al.
Published: (2026)
A sharp-interface discontinuous Galerkin method for simulation of two-phase flow of real gases based on implicit shock tracking
by: Naudet, Charles, et al.
Published: (2025)
by: Naudet, Charles, et al.
Published: (2025)
Fast and high-order approximation of parabolic equations using hierarchical direct solvers and implicit Runge-Kutta methods
by: Chen, Ke, et al.
Published: (2023)
by: Chen, Ke, et al.
Published: (2023)
Multi-rate Runge-Kutta methods: stability analysis and applications
by: Bachmann, Bernhard, et al.
Published: (2024)
by: Bachmann, Bernhard, et al.
Published: (2024)
Finetuning greedy kernel models by exchange algorithms
by: Wenzel, Tizian, et al.
Published: (2024)
by: Wenzel, Tizian, et al.
Published: (2024)
Quasi-Orthogonal Runge-Kutta Projection Methods
by: Najafian, Mohammad R., et al.
Published: (2024)
by: Najafian, Mohammad R., et al.
Published: (2024)
Global-in-time energy stability analysis for the exponential time differencing Runge-Kutta scheme for the phase field crystal equation
by: Li, Xiao, et al.
Published: (2024)
by: Li, Xiao, et al.
Published: (2024)
Long-time stability of implicit-explicit Runge-Kutta methods for two-dimensional incompressible flows
by: Liao, Hong-lin, et al.
Published: (2026)
by: Liao, Hong-lin, et al.
Published: (2026)
Model reduction of convection-dominated viscous conservation laws using implicit feature tracking and landmark image registration
by: Zucatti, Victor, et al.
Published: (2025)
by: Zucatti, Victor, et al.
Published: (2025)
An efficient implicit scheme for the multimaterial Euler equations in Lagrangian coordinates
by: Chiocchetti, Simone, et al.
Published: (2026)
by: Chiocchetti, Simone, et al.
Published: (2026)
Fully implicit timestepping methods for the rotating shallow water equations
by: Bauer, Werner, et al.
Published: (2025)
by: Bauer, Werner, et al.
Published: (2025)
Automated Runge-Kutta-Nyström time stepping for finite element methods in Irksome
by: Kirby, Robert C., et al.
Published: (2025)
by: Kirby, Robert C., et al.
Published: (2025)
Revisiting Conservativeness in Fluid Dynamics: Failure of Non-Conservative PINNs and a Path-Integral Remedy
by: Neelan, Arun Govind, et al.
Published: (2026)
by: Neelan, Arun Govind, et al.
Published: (2026)
Product kernels are efficient and flexible tools for high-dimensional scattered data interpolation
by: Albrecht, Kristof, et al.
Published: (2023)
by: Albrecht, Kristof, et al.
Published: (2023)
Energy Conservative Relaxation-Free Runge-Kutta Schemes
by: Najafian, Mohammad R., et al.
Published: (2024)
by: Najafian, Mohammad R., et al.
Published: (2024)
Explicit radial basis function Runge-Kutta methods
by: Gu, Jiaxi, et al.
Published: (2024)
by: Gu, Jiaxi, et al.
Published: (2024)
Order Conditions for Nonlinearly Partitioned Runge-Kutta Methods
by: Tran, Brian K., et al.
Published: (2024)
by: Tran, Brian K., et al.
Published: (2024)
An extended framework of continuous-stage Runge-Kutta methods
by: Tang, Wensheng
Published: (2018)
by: Tang, Wensheng
Published: (2018)
Pseudo-Energy-Preserving Explicit Runge-Kutta Methods
by: de León, Gabriel A. Barrios, et al.
Published: (2024)
by: de León, Gabriel A. Barrios, et al.
Published: (2024)
Semi-implicit Lagrangian Voronoi Approximation for the incompressible Navier-Stokes equations
by: Kincl, Ondřej, et al.
Published: (2024)
by: Kincl, Ondřej, et al.
Published: (2024)
Geometry-aware PINNs for Turbulent Flow Prediction
by: Ghosh, Shinjan, et al.
Published: (2024)
by: Ghosh, Shinjan, et al.
Published: (2024)
Structure-preserving space discretization of differential and nonlocal constitutive relations for port-Hamiltonian systems
by: Bendimerad-Hohl, Antoine, et al.
Published: (2025)
by: Bendimerad-Hohl, Antoine, et al.
Published: (2025)
Modeling and simulations of high-density two-phase flows using projection-based Cahn-Hilliard Navier-Stokes equations
by: Rabeh, Ali, et al.
Published: (2024)
by: Rabeh, Ali, et al.
Published: (2024)
An $rp$-adaptive method for accurate resolution of shock-dominated viscous flow based on implicit shock tracking
by: Dong, Huijing, et al.
Published: (2025)
by: Dong, Huijing, et al.
Published: (2025)
Similar Items
-
Energy diminishing implicit-explicit Runge--Kutta methods for gradient flows
by: Fu, Zhaohui, et al.
Published: (2022) -
Smooth perturbations of diagonally implicit Runge--Kutta methods
by: Driscoll, John, et al.
Published: (2026) -
Half-explicit Runge-Kutta integrators for variational multiscale turbulence modeling: Toward higher-order accuracy in space and time
by: Sun, Yujie, et al.
Published: (2025) -
Computing excited states of molecules using normalizing flows
by: Saleh, Yahya, et al.
Published: (2023) -
Robust high-order low-rank BUG integrators based on explicit Runge--Kutta methods
by: Nobile, Fabio, et al.
Published: (2025)