Imagen de Portada

Learning solutions of parameterized stiff ODEs using Gaussian processes

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Garcia, Idoia Cortes, Förster, P., Schilders, W., Schöps, S.
Formato:	Preprint
Publicado:	2025
Materias:	Numerical Analysis Computational Engineering, Finance, and Science Machine Learning 65D15 (Primary) 65-04 (Secondary) G.1.2; G.1.7
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A topological decoupling of modified nodal analysis including controlled sources
por: Garcia, Idoia Cortes, et al.
Publicado: (2026)

Index-aware learning of circuits
por: Garcia, Idoia Cortes, et al.
Publicado: (2023)

Accurate complex Jacobi rotations
por: Novaković, Vedran
Publicado: (2023)

Vector-Valued Gaussian Processes for Approximating Divergence- or Rotation-free Vector Fields
por: Gia, Quoc Thong Le, et al.
Publicado: (2025)

Constructing Orthogonal Rational Function Vectors with an application in Rational Approximation
por: Vermeiren, Robbe
Publicado: (2026)

A natural language framework for non-conforming hybrid polytopal methods in Gridap.jl
por: Manyer, Jordi, et al.
Publicado: (2026)

Numerical Instability of Algebraic Rootfinding Methods
por: Graf, Emil, et al.
Publicado: (2024)

Improving Efficiency of Parallel Across the Method Spectral Deferred Corrections
por: Čaklović, Gayatri, et al.
Publicado: (2024)

A posteriori error bounds for the block-Lanczos method for matrix function approximation
por: Xu, Qichen, et al.
Publicado: (2022)

Leveraging Mixed Precision in Exponential Time Integration Methods
por: Balos, Cody J., et al.
Publicado: (2023)

On the Application of Hybrid Mixed Domain Decomposition Methods to Permanent Magnet Synchronous Machines
por: Seibel, Timon, et al.
Publicado: (2026)

The structural method for Ordinary Differential Equations
por: Clain, S., et al.
Publicado: (2025)

Application of the Adams-Bashfort-Mowlton Method to the Numerical Study of Linear Fractional Oscillators Models
por: Parovik, Roman
Publicado: (2021)

Continuum dynamics from quantised interaction rules
por: Junhu, Park, et al.
Publicado: (2026)

Regularized dynamical parametric approximation of stiff evolution problems
por: Lubich, Christian, et al.
Publicado: (2025)

Explicit invariant-preserving integration of differential equations using homogeneous projection
por: Tapley, Benjamin Kwanen
Publicado: (2025)

On a Hybrid Mixed Domain Decomposition Method
por: Schmidt, Kersten, et al.
Publicado: (2026)

Mosaic-skeleton approximation is all you need for Smoluchowski equations
por: Dyachenko, Roman R., et al.
Publicado: (2025)

On Convergence of a Three-Layer Semi-Discrete Scheme for the Nonlinear Dynamic String Equation of Kirchhoff-Type with Time-Dependent Coefficients
por: Rogava, Jemal, et al.
Publicado: (2023)

Conjugate Gradient Methods are Not Efficient: Experimental Study of the Locality Limitation
por: Rüde, Ulrich
Publicado: (2026)

Arithmetical enhancements of the Kogbetliantz method for the SVD of order two
por: Novaković, Vedran
Publicado: (2024)

Numerical methods for Chaotic ODE
por: Corless, Robert M.
Publicado: (2025)

An accelerated frequency-independent solver for oscillatory differential equations
por: Stojimirovic, Tara, et al.
Publicado: (2024)

High-order Gauss-Legendre methods admit a composition representation and a conjugate-symplectic counterpart
por: Iavernaro, Felice, et al.
Publicado: (2025)

On Runge-Kutta methods of order 10
por: Stepanov, Misha
Publicado: (2025)

High-order reliable numerical methods for epidemic models with non-constant recruitment rate
por: Takács, B. M., et al.
Publicado: (2024)

Learning Gradient Flow: Using Equation Discovery to Accelerate Engineering Optimization
por: Norman, Grant, et al.
Publicado: (2026)

Optimal error analysis of a non-uniform IMEX-L1 finite element method for time fractional PDEs and PIDEs
por: Tomar, Aditi, et al.
Publicado: (2023)

Reduced basis solvers for unfitted methods on parameterized domains
por: Mueller, Nicholas, et al.
Publicado: (2025)

A fast algorithm for computing the Boys function
por: Beylkin, Gregory, et al.
Publicado: (2021)

Numerical methods for optimal decumulation of a defined contribution pension plan
por: Forsyth, Peter A., et al.
Publicado: (2026)

Remarkable upper bounds for the interpolation error constants on the triangles
por: Kobayashi, Kenta
Publicado: (2025)

A C++ implementation of the discrete adjoint sensitivity analysis method for explicit adaptive Runge-Kutta methods enabled by automatic adjoint differentiation and SIMD vectorization
por: Martins, Rui, et al.
Publicado: (2024)

Recursive vectorized computation of the vector $p$-norm
por: Novaković, Vedran
Publicado: (2025)

Error estimates and adaptivity for a least-squares method applied to the Monge-Ampère equation
por: Caboussat, Alexandre, et al.
Publicado: (2025)

A tensor-train reduced basis solver for parameterized partial differential equations on Cartesian grids
por: Mueller, Nicholas, et al.
Publicado: (2024)

Smooth geometry extraction from SIMP topology optimization: Signed distance function approach with volume preservation
por: Ježek, Ondřej, et al.
Publicado: (2025)

Symplectic Hamiltonian Hybridizable Discontinuous Galerkin Methods for Linearized Shallow Water Equations
por: Núñez, C., et al.
Publicado: (2025)

Finite-Time Convergence Guarantees for Time-Parallel Methods
por: Antonucci, Giancarlo Antonino, et al.
Publicado: (2026)

Systematic construction of continuous-time neural networks for linear dynamical systems
por: Datar, Chinmay, et al.
Publicado: (2024)