Imagen de Portada

Solving Lane-Emden-Type Eigenvalue Problems with Physics-Informed Neural Networks

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Joel, Luke Oluwaseye, Harley, Charis, Momoniat, Ebrahim
Formato:	Preprint
Publicado:	2025
Materias:	Solar and Stellar Astrophysics Instrumentation and Methods for Astrophysics Mathematical Physics 34A55, 34B15, 65L06, 65L10, 65L15, 68T07, 68T20, 85A04, 85AA15
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Universal Approximation of Dynamical Systems by Semi-Autonomous Neural ODEs and Applications
por: Li, Ziqian, et al.
Publicado: (2024)

Physics-informed nonlinear vector autoregressive models for the prediction of dynamical systems
por: Adler, James H., et al.
Publicado: (2024)

Rodas6P and Tsit5DA - two new Rosenbrock-type methods for DAEs
por: Steinebach, Gerd
Publicado: (2025)

A novel semi-analytical multiple invariants-preserving integrator for conservative PDEs
por: Shi, Wei, et al.
Publicado: (2025)

An Analysis of a 2x2 Keyfitz-Kranzer Type Balance System with Varying Generalized Chaplygin Gas
por: Frew, Jack, et al.
Publicado: (2024)

Robust error estimates of PINN in one-dimensional boundary value problems for linear elliptic equations
por: Yoo, Jihahm, et al.
Publicado: (2024)

Exponential time differencing for matrix-valued dynamical systems
por: Shkeir, Nayef, et al.
Publicado: (2024)

Subspace method based on neural networks for eigenvalue problems
por: Dai, Xiaoying, et al.
Publicado: (2024)

Polytropic Dynamical Systems with Time Singularity
por: Hazaimah, Oday
Publicado: (2024)

A Third Order Dynamical System for Mixed Variational Inequalities
por: Hazaimah, Oday
Publicado: (2024)

An Analysis of the Riemann Problem for a $2 \times 2$ System of Keyfitz-Kranzer Type Conservation Laws Using Shadow Waves and Dafermos Regularization
por: Culver, Josh, et al.
Publicado: (2025)

Understanding the ultraspherical spectral method
por: Cheng, Lu, et al.
Publicado: (2024)

Piecewise discretization of monodromy operators of delay equations on adapted meshes
por: Breda, Dimitri, et al.
Publicado: (2022)

On the analysis of spectral deferred corrections for differential-algebraic equations of index one
por: Bolten, Matthias, et al.
Publicado: (2026)

Regularity Analysis and Tensor Neural Network Methods for Quasiperiodic Elliptic Equations
por: Ren, Jingze, et al.
Publicado: (2026)

Solving Schrödinger Equation Using Tensor Neural Network
por: Liao, Yangfei, et al.
Publicado: (2022)

A Low-complexity Structured Neural Network to Realize States of Dynamical Systems
por: Aluvihare, Hansaka, et al.
Publicado: (2025)

Tensor Neural Network Based Machine Learning Method for Elliptic Multiscale Problems
por: Lin, Zhongshuo, et al.
Publicado: (2024)

Newton's method for optimal transport problem on graphs
por: Chen, Qujiangxue, et al.
Publicado: (2026)

On the convergence of the pseudospectral approximation of reproduction numbers for age-structured models
por: De Reggi, Simone, et al.
Publicado: (2024)

Development and Analysis of Chien-Physics-Informed Neural Networks for Singular Perturbation Problems
por: Singh, Gautam, et al.
Publicado: (2025)

A neural network method for scalar conservation laws with convergence rates for shock-wave solutions
por: Cao, Jiachuan, et al.
Publicado: (2026)

A Low Rank Neural Representation of Entropy Solutions
por: Rim, Donsub, et al.
Publicado: (2024)

An Analysis of the Riemann Problem for a $2 \times 2$ System of Keyfitz-Kranzer Type Balance Laws With a Time-Dependent Source Term
por: Culver, Josh, et al.
Publicado: (2025)

The Lanczos Tau Framework for Time-Delay Systems: Padé Approximation and Collocation Revisited
por: Provoost, Evert, et al.
Publicado: (2024)

Preconditioning and Linearly Implicit Time Integration for the Serre-Green-Naghdi Equations
por: Feng, Linwan, et al.
Publicado: (2025)

Representation of solutions of the one-dimensional Dirac equation in terms of Neumann series of Bessel functions
por: Roque, Emmanuel, et al.
Publicado: (2025)

Separation of variables in perturbed cylinders
por: Aslanyan, A., et al.
Publicado: (2000)

Bounds on complex eigenvalues and resonances
por: Abramov, A. A., et al.
Publicado: (1999)

FEAST for differential eigenvalue problems
por: Horning, Andrew, et al.
Publicado: (2019)

Variable-Stepsize Implicit Peer Triplets in ODE Constrained Optimal Control
por: Lang, Jens, et al.
Publicado: (2024)

Implicit Third-Order Peer Triplets with Variable Stepsizes for Gradient-Based Solutions in Large-Scale ODE-Constrained Optimal Control
por: Lang, Jens, et al.
Publicado: (2025)

Implicit Peer Triplets in Gradient-Based Solution Algorithms for ODE Constrained Optimal Control
por: Lang, Jens, et al.
Publicado: (2023)

Error estimation for numerical approximations of ODEs via composition techniques. Part II: BDF methods
por: Deeb, Ahmad, et al.
Publicado: (2026)

Neural Networks for Singular Perturbations -- Finite Regularity
por: Rohner, F., et al.
Publicado: (2026)

On Sturm-Liouville Equations with Several Spectral Parameters
por: Porter, R. Michael
Publicado: (2015)

Viscoelastic model hierarchy for fiber melt spinning of semi-crystalline polymers
por: Ettmüller, Manuel, et al.
Publicado: (2024)

Efficient Long-Time Simulations of Multiscale Systems via High-Order Numerical Homogenization
por: Chen, Bojin, et al.
Publicado: (2025)

A parallel Basis Update and Galerkin Integrator for Tree Tensor Networks
por: Ceruti, Gianluca, et al.
Publicado: (2024)

Nonuniqueness phenomena in discontinuous dynamical systems and their regularizations
por: andò, Alessia, et al.
Publicado: (2023)